"#TrumpPandemic", Twitter, 3/18/2020 7:42:52 PM, 223193


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"#TrumpPandemic" Twitter NodeXL SNA Map and Report for Wednesday, 18 March 2020 at 19:21 UTC
"#TrumpPandemic" Twitter NodeXL SNA Map and Report for Wednesday, 18 March 2020 at 19:21 UTC
From:
Michael__Lieberman
Uploaded on:
March 18, 2020
Short Description:
"#TrumpPandemic" via NodeXL http://bit.ly/391kzDy
@mmpadellan
@realdonaldtrump
@mcspocky
@girlsreallyrule
@pappiness
@amrigg
@middleageriot
@scubett1
@aynrandpaulryan
@staywonked

Top hashtags:
#trumppandemic
#trumpliedpeopledied
#covid19
#trumpvirus
#coronavirus

Description:
Description
The graph represents a network of 4,284 Twitter users whose recent tweets contained ""#TrumpPandemic"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Wednesday, 18 March 2020 at 19:22 UTC.

The tweets in the network were tweeted over the 44-minute period from Wednesday, 18 March 2020 at 18:36 UTC to Wednesday, 18 March 2020 at 19:21 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 : 4284
Unique Edges : 5459
Edges With Duplicates : 1001
Total Edges : 6460
Self-Loops : 734
Reciprocated Vertex Pair Ratio : 0.000951837045497811
Reciprocated Edge Ratio : 0.00190186382655002
Connected Components : 501
Single-Vertex Connected Components : 361
Maximum Vertices in a Connected Component : 3482
Maximum Edges in a Connected Component : 5668
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.152858
Graph Density : 0.000286564933390276
Modularity : 0.676857
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 4,284 Twitter users whose recent tweets contained ""#TrumpPandemic"", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Wednesday, 18 March 2020 at 19:22 UTC.

The tweets in the network were tweeted over the 44-minute period from Wednesday, 18 March 2020 at 18:36 UTC to Wednesday, 18 March 2020 at 19:21 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 : TwitterSearch
Graph Term : "#TrumpPandemic"
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Relationship
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[182] https://people.com/health/coronavirus-racist-attacks-against-asians/
[15] https://twitter.com/mmpadellan/status/1240350506406510592
[6] https://twitter.com/realDonaldTrump/status/1240243188708839424
[6] https://twitter.com/therecount/status/1240043597434687489
[5] https://twitter.com/WhiteHouse/status/1240345890159824901
[5] https://twitter.com/whitehouse/status/1240345890159824901
[5] https://www.youtube.com/watch?v=ch7_t2Ri2Zg

[5] https://twitter.com/kfile/status/1240131226268323842
[4] https://twitter.com/mcspocky/status/1240298671612342278
[4] https://twitter.com/SarahLongwell25/status/1239959414771273734

Top URLs in Tweet in G1:
[10] https://people.com/health/coronavirus-racist-attacks-against-asians/
[3] https://twitter.com/middleageriot/status/1240338329880662020
[2] https://twitter.com/therecount/status/1240043597434687489
[2] https://twitter.com/JuddLegum/status/1239199558791499776
[1] https://www.vox.com/2020/3/18/21184912/coronavirus-elizabeth-warren-trump-army-corps-engineers
[1] https://twitter.com/realDonaldTrump/status/1239685852093169664
[1] https://www.cnn.com/business/live-news/stock-market-news-today-031820/h_bb399766ab90acd7ce7de81ed7112ac3
[1] https://www.mediamatters.org/coronavirus-covid-19/foxs-coronavirus-coverage-was-low-point-networks-shameful-history-it-should
[1] https://twitter.com/esaagar/status/1240316160148754440
[1] https://www.washingtonpost.com/politics/infighting-missteps-and-a-son-in-law-hungry-for-action-inside-the-trump-administrations-troubled-coronavirus-response/2020/03/14/530c28b4-6559-11ea-b3fc-7841686c5c57_story.html

Top URLs in Tweet in G2:
[2] https://people.com/health/coronavirus-racist-attacks-against-asians/
[1] https://twitter.com/iamchrisscott/status/1240306565204361219
[1] https://twitter.com/GretaGroots/status/1240332805889900545
[1] https://twitter.com/davidcorndc/status/1240242087716675584
[1] https://twitter.com/ChrisJZullo/status/1240296522488700930
[1] https://twitter.com/mollyjongfast/status/1240323214255030274
[1] https://twitter.com/realDonaldTrump/status/1236975196642390022
[1] https://twitter.com/YousifGhamdi2/status/1240248599621054465

Top URLs in Tweet in G3:
[158] https://people.com/health/coronavirus-racist-attacks-against-asians/
[2] https://int.nyt.com/data/documenthelper/6819-covid-19-response-plan/d367f758bec47cad361f/optimized/full.pdf#page=1
[2] https://twitter.com/RepublicanSwine/status/1240329120099086336
[1] http://bit.ly/tRumpFail
[1] https://www.aljazeera.com/news/2020/03/outrage-trump-calls-coronavirus-chinese-virus-200317130157057.html
[1] https://www.phe.gov/preparedness/pages/default.aspx
[1] https://twitter.com/mcspocky/status/1239717722839277568/photo/1
[1] https://twitter.com/mcspocky/status/1240298671612342278
[1] https://twitter.com/atrupar/status/1235411751950221312
[1] https://twitter.com/realDonaldTrump/status/1240243188708839424

Top URLs in Tweet in G4:
[2] https://twitter.com/fred_guttenberg/status/1240351778769698818
[2] https://twitter.com/mog7546/status/1240354997918973952
[2] https://twitter.com/mmpadellan/status/1240350506406510592
[2] https://twitter.com/projectlincoln/status/1240314020051202050
[2] https://twitter.com/SarahLongwell25/status/1239959414771273734
[2] https://twitter.com/realDonaldTrump/status/1240243188708839424
[1] https://youtu.be/NpwdcmjBgNA
[1] https://www.cnn.com/2020/03/18/investing/stocks-erase-trump-gains/index.html
[1] https://www.washingtonpost.com/opinions/2020/03/18/trumps-lie-is-worse-than-truth/
[1] https://twitter.com/djtsewagecenter/status/1240269445282574336

Top URLs in Tweet in G5:
[7] https://twitter.com/mmpadellan/status/1240350506406510592
[4] https://twitter.com/kylegriffin1/status/1240319906534522882
[4] https://twitter.com/whitehouse/status/1240345890159824901
[3] https://twitter.com/jheil/status/1240056993290821640
[2] https://twitter.com/therecount/status/1240043597434687489
[2] https://twitter.com/atrupar/status/1240315716177481728
[2] https://youtu.be/7gJgmkWJ6es
[2] https://twitter.com/ProjectLincoln/status/1240314020051202050
[2] https://twitter.com/JiayangFan/status/1240111033550766080
[2] https://twitter.com/forwardarc/status/1240140681408020480

Top URLs in Tweet in G6:
[3] https://people.com/health/coronavirus-racist-attacks-against-asians/
[1] https://shero.substack.com/p/the-kushner-kingpin-and-his-corona?r=1ejbr&utm_campaign=post&utm_medium=web&utm_source=copy
[1] https://twitter.com/Jhansigir1/status/1240354125323395073

Top URLs in Tweet in G7:
[1] https://twitter.com/SarahLongwell25/status/1239959414771273734
[1] https://apple.news/AAaMuGBf8QZe1shJHW5-t9g
[1] https://twitter.com/ChrisJZullo/status/1240296522488700930
[1] https://twitter.com/realDonaldTrump/status/1232058127740174339
[1] https://twitter.com/whitehouse/status/1240345890159824901
[1] https://twitter.com/WhiteHouse/status/1240345890159824901
[1] https://twitter.com/girlsreallyrule/status/1240320730195165185
[1] https://twitter.com/realDonaldTrump/status/1236975196642390022
[1] https://twitter.com/donwinslow/status/1240346140341497856
[1] https://twitter.com/johnlundin/status/1240348401016987653

Top URLs in Tweet in G8:
[3] https://people.com/health/coronavirus-racist-attacks-against-asians/

Top URLs in Tweet in G9:
[1] https://people.com/health/coronavirus-racist-attacks-against-asians/
[1] https://www.huffpost.com/entry/don-lemon-donald-trump-coronavirus-gaslighting_n_5e71c14fc5b63c3b6486fb10?section=politics&utm_campaign=hp_fb_pages&utm_medium=facebook&ncid=fcbklnkushpmg00000013&utm_source=politics_fb&fbclid=IwAR1oFicGq011cQlvkLaYgkN3sCqgqlyjcIJvREZNmytwYhCq6QrLGKx_q6M

Top URLs in Tweet in G10:
[1] https://twitter.com/chuckgrassley/status/1240245244169420800
[1] https://twitter.com/grantstern/status/1240268017751162882
[1] https://twitter.com/PalmerReport/status/1240329714423791616
[1] https://twitter.com/who/status/1240312430024065025
[1] https://twitter.com/DLeonhardt/status/1240289577849573381
[1] https://people.com/health/coronavirus-racist-attacks-against-asians/
[1] https://twitter.com/TeaPainUSA/status/1240263989910781955

Top Domains
Top Domains in Tweet in Entire Graph:
[367] twitter.com
[182] people.com
[15] youtu.be
[8] youtube.com
[6] cnbc.com
[5] cnn.com
[5] vox.com
[4] washingtonpost.com
[4] businessinsider.com
[3] nytimes.com

Top Domains in Tweet in G1:
[34] twitter.com
[10] people.com
[2] cnn.com
[1] vox.com
[1] mediamatters.org
[1] washingtonpost.com
[1] ow.ly
[1] latimes.com

Top Domains in Tweet in G2:
[7] twitter.com
[2] people.com

Top Domains in Tweet in G3:
[158] people.com
[17] twitter.com
[2] nyt.com
[1] bit.ly
[1] aljazeera.com
[1] phe.gov

Top Domains in Tweet in G4:
[52] twitter.com
[3] youtu.be
[2] vox.com
[1] cnn.com
[1] washingtonpost.com
[1] nestorgomezstoryteller.com
[1] politico.com
[1] cnbc.com
[1] sparktoro.com

Top Domains in Tweet in G5:
[156] twitter.com
[6] youtu.be
[2] apple.news
[2] cnn.com
[2] rawstory.com
[2] youtube.com
[2] politico.com
[2] facebook.com
[2] theguardian.com
[1] cnbc.com

Top Domains in Tweet in G6:
[3] people.com
[1] substack.com
[1] twitter.com

Top Domains in Tweet in G7:
[17] twitter.com
[1] apple.news
[1] thehill.com

Top Domains in Tweet in G8:
[3] people.com

Top Domains in Tweet in G9:
[1] people.com
[1] huffpost.com

Top Domains in Tweet in G10:
[6] twitter.com
[1] people.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2376] trumppandemic
[511] trumpliedpeopledied
[370] covid19
[359] trumpvirus
[315] coronavirus
[87] trump
[87] coronavirusoutbreak
[86] trumpplague
[79] covid2019
[78] foxnewslies



Top Hashtags in Tweet in G1:
[521] trumppandemic
[54] trumpliedpeopledied
[30] coronavirus
[25] covid19
[21] trumpvirus
[20] racistinchief
[19] trumppressconference
[15] covidー19
[15] trumpviruscoverup
[12] trumpplague

Top Hashtags in Tweet in G2:
[25] trumppandemic
[7] trumpliedpeopledied
[7] trumpvirus
[3] ndlb2020
[3] racistinchief
[3] coronavirus
[3] covid19
[2] trumptheworstpresidentever
[2] racistgameshowhost
[2] ettd

Top Hashtags in Tweet in G3:
[66] trumppandemic
[26] trumpliedpeopledied
[11] foxnewslies
[9] trumpvirus
[6] ripgop
[5] covid19
[5] coronavirus
[5] trumptheworstpresidentever
[3] californialockdown
[3] trumpplague

Top Hashtags in Tweet in G4:
[468] trumppandemic
[121] trumpliedpeopledied
[89] trumpvirus
[45] coronavirus
[27] covid19
[19] trumpplague
[17] trumpliesaboutcoronavirus
[17] trumpviruscoverup
[16] trumptheworstpresidentever
[16] trump

Top Hashtags in Tweet in G5:
[420] trumppandemic
[82] trumpliedpeopledied
[62] trumpvirus
[51] coronavirus
[49] covid19
[23] coronavirusoutbreak
[21] coronaviruschallenge
[19] foxnewslies
[19] coronavirusupdate
[15] covid2019

Top Hashtags in Tweet in G6:
[15] trumppandemic
[2] liarinchief
[2] trumpliedpeopledied
[2] loserpresident
[2] resign
[1] defenseproductionact
[1] trumpvirus
[1] trumpistheworstpresidentever
[1] erasetrump
[1] racistchief

Top Hashtags in Tweet in G7:
[148] trumppandemic
[41] trumpliedpeopledied
[40] trumpvirus
[26] trumpplague
[22] covid19
[11] coronavirus
[7] trumpviruscoverup
[4] biden2020
[4] trumpresign
[3] trumptheworstpresidentever

Top Hashtags in Tweet in G8:
[127] covid19
[6] trumppandemic
[3] trumpliedpeopledied
[2] foxnewslies
[2] moscowmitch
[1] californialockdown
[1] wednesdaywisdom
[1] flushtheturdnovthird
[1] makeamericasmartagain
[1] dosomething

Top Hashtags in Tweet in G9:
[94] coronavirus
[27] trumppandemic
[5] trump
[4] trumpcrash
[4] trumpvirus
[2] trumpliedpeopledied
[1] stimulus
[1] bailout
[1] trumpistheworstpresidentever
[1] covid19

Top Hashtags in Tweet in G10:
[43] trumppandemic
[12] trumpvirus
[10] covid19
[8] trumpliedpeopledied
[4] coronavirusoutbreak
[4] gop
[4] trumpisanidiot
[4] trumpcrash
[3] foxnewslies
[3] dearbernie

Top Words
Top Words in Tweet in Entire Graph:
[0] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: (Add your own word list)
[144552] Non-categorized Words
[144552] Total Words
[5506] #trumppandemic
[1785] trump
[1378] #trumpliedpeopledied
[1160] coronavirus
[1105] virus

Top Words in Tweet in G1:
[1424] #trumppandemic
[630] trump
[371] t
[291] coronavirus
[259] donald
[251] market
[214] #trumpliedpeopledied
[200] trump's
[183] now
[166] chinese

Top Words in Tweet in G2:
[599] #trumppandemic
[566] chinese
[563] virus
[559] trump's
[559] asian
[558] stubborn
[558] insistence
[558] upon
[558] using
[558] bigoted

Top Words in Tweet in G3:
[591] #trumppandemic
[503] trump
[470] #trumpliedpeopledied
[405] coronavirus
[318] against
[284] #foxnewslies
[255] asian
[188] americans
[184] attacks
[174] please

Top Words in Tweet in G4:
[525] #trumppandemic
[375] realdonaldtrump
[142] #trumpliedpeopledied
[113] #trumpvirus
[85] trumpvirus
[85] trumppandemic
[68] trump
[64] virus
[49] gop
[48] #coronavirus

Top Words in Tweet in G5:
[421] #trumppandemic
[83] trump
[82] #trumpliedpeopledied
[62] #trumpvirus
[52] #coronavirus
[50] #covid19
[34] s
[26] virus
[24] t
[24] people

Top Words in Tweet in G6:
[650] kushner
[380] #trumppandemic
[336] coronavirus
[330] please
[327] people
[326] out
[325] help
[325] article
[325] informed
[325] money

Top Words in Tweet in G7:
[221] #trumppandemic
[108] trump
[95] whitehouse
[56] amp
[50] #trumpliedpeopledied
[42] #trumpvirus
[34] realdonaldtrump
[34] american
[33] virus
[30] over

Top Words in Tweet in G8:
[253] fox
[180] #trumppandemic
[152] trump
[145] #trumpliedpeopledied
[140] #foxnewslies
[130] #covid19
[128] news
[128] hoax
[126] now
[125] more

Top Words in Tweet in G9:
[188] taxpayer
[188] funds
[129] #trumppandemic
[98] #trumpcrash
[96] stock
[95] interest
[94] company
[94] receiving
[94] during
[94] #coronavirus

Top Words in Tweet in G10:
[49] #trumppandemic
[13] #trumpvirus
[13] joebiden
[12] therickwilson
[12] realdonaldtrump
[10] #covid19
[9] #trumpliedpeopledied
[8] amp
[6] up
[6] nightlypolitics

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[944] chinese,virus
[873] asian,americans
[687] called,#trumppandemic
[674] attacks,asian
[673] trump's,stubborn
[673] stubborn,insistence
[673] insistence,upon
[673] upon,using
[673] using,bigoted
[673] bigoted,term

Top Word Pairs in Tweet in G1:
[255] donald,trump
[137] couldn,t
[115] stock,market
[113] trump,plan
[113] plan,dealing
[113] dealing,coronavirus
[113] coronavirus,t
[113] t,cheat
[113] cheat,slander
[113] slander,sue

Top Word Pairs in Tweet in G2:
[563] chinese,virus
[558] trump's,stubborn
[558] stubborn,insistence
[558] insistence,upon
[558] upon,using
[558] using,bigoted
[558] bigoted,term
[558] term,chinese
[558] virus,caused
[558] caused,violent

Top Word Pairs in Tweet in G3:
[276] #trumpliedpeopledied,#foxnewslies
[276] #foxnewslies,#trumppandemic
[184] asian,americans
[170] coronavirus,outbreak
[170] outbreak,worst
[170] worst,world
[170] world,greatly
[170] greatly,exceeding
[170] exceeding,china
[170] china,willful

Top Word Pairs in Tweet in G4:
[93] realdonaldtrump,#trumppandemic
[85] trumpvirus,trumppandemic
[68] trumppandemic,trumpvirus
[56] #trumpvirus,#trumppandemic
[54] #trumpliedpeopledied,#trumppandemic
[48] #trumppandemic,#trumpliedpeopledied
[42] #trumppandemic,#trumppandemic
[36] #trumppandemic,trending
[31] #trumppandemic,#trumpvirus
[22] chinese,virus

Top Word Pairs in Tweet in G5:
[40] #trumpliedpeopledied,#trumppandemic
[27] #trumppandemic,#trumpvirus
[23] #trumppandemic,#trumppandemic
[22] #trumppandemic,#trumpliedpeopledied
[18] #trumpvirus,#trumppandemic
[11] #covid19,#trumppandemic
[10] #coronavirus,#covid19
[10] chinese,virus
[10] #trumppandemic,#coronavirus
[9] stock,market

Top Word Pairs in Tweet in G6:
[325] please,help
[325] help,article
[325] article,out
[325] out,people
[325] people,informed
[325] informed,money
[325] money,kushner
[325] kushner,family
[325] family,stands
[325] stands,make

Top Word Pairs in Tweet in G7:
[28] #trumppandemic,#trumpliedpeopledied
[26] never,forget
[26] forget,fighting
[26] fighting,survival
[26] survival,ways
[26] ways,trump
[26] trump,knew
[26] knew,trump
[26] trump,known
[26] known,trump

Top Word Pairs in Tweet in G8:
[128] fox,news
[128] #trumpliedpeopledied,#trumppandemic
[126] #foxnewslies,#trumpliedpeopledied
[125] news,more
[125] more,spread
[125] spread,#covid19
[125] #covid19,anyone
[125] anyone,anything
[125] anything,country
[125] country,now

Top Word Pairs in Tweet in G9:
[188] taxpayer,funds
[96] #trumppandemic,#trumpcrash
[94] company,receiving
[94] receiving,taxpayer
[94] funds,during
[94] during,#coronavirus
[94] #coronavirus,crisis
[94] crisis,banned
[94] banned,stock
[94] stock,buybacks

Top Word Pairs in Tweet in G10:
[8] #trumpvirus,#trumppandemic
[4] #trumpliedpeopledied,#trumppandemic
[4] nightlypolitics,marthamcsally
[4] marthamcsally,#covid19
[4] #covid19,#coronavirusoutbreak
[4] #coronavirusoutbreak,#trumppandemic
[4] #trumppandemic,#gop
[4] #gop,#trumpisanidiot
[4] #trumppandemic,#trumpvirus
[4] asian,americans

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@whitehouse
@chuckgrassley
@mhcandrmt
@mmpadellan
@donaldjtrumpjr
@funder
@thehowie
@jim_jordan
@maggienyt

Top Replied-To in G1:
@realdonaldtrump
@mhcandrmt
@funder
@jim_jordan
@mollyjongfast
@maggienyt
@repkinzinger
@repmattgaetz
@markfry809
@whitehouse

Top Replied-To in G2:
@mmpadellan
@williamlegate

Top Replied-To in G3:
@concit1usa
@politicususa
@realdonaldtrump
@thehowie
@richardmarx

Top Replied-To in G4:
@realdonaldtrump
@donaldjtrumpjr
@whitehouse
@gop
@lawrence
@noahshachtman
@mmpadellan
@repbryansteil
@thepubliususa
@brandonbeckham_

Top Replied-To in G6:
@realdonaldtrump
@mariaesalinas
@charlesmblow
@whitehouse
@56blackcat
@jackresists
@girlsreallyrule

Top Replied-To in G7:
@whitehouse
@realdonaldtrump
@professoramuse
@thehill
@jidk1187
@mmpadellan
@singermarla3
@spydoggie
@maggienyt
@matthewjshow

Top Replied-To in G9:
@alt_uscis
@karenno73

Top Replied-To in G10:
@therickwilson
@nightlypolitics
@davidcorndc
@realdonaldtrump
@redtraccoon
@parkermolloy
@maxboot
@saddamshaikh1
@teapainusa
@noid68

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@foxnews
@gop
@mollyjongfast
@whitehouse
@fareedzakaria
@jeffreygoldberg
@joebiden
@potus
@vp

Top Mentioned in G1:
@foxnews
@mollyjongfast
@realdonaldtrump
@jeffreygoldberg
@specificpx
@drrobdavidson
@devincow
@maggienyt
@repdougcollins
@ceanothus101

Top Mentioned in G2:
@mollyjongfast
@foxnews
@mackhailp

Top Mentioned in G3:
@lbc
@realdonaldtrump
@evilldrbubbles
@blobthat
@foxnews
@deetwocents
@gop
@mollyjongfast
@terhunecolleen

Top Mentioned in G4:
@realdonaldtrump
@gop
@whitehouse
@cdcgov
@thehowie
@senmcsallyaz
@psaikoboi
@senatemajldr
@foxnews
@senategop

Top Mentioned in G6:
@annastrong_76
@realdonaldtrump
@kimmyifuplease
@foxnews

Top Mentioned in G7:
@realdonaldtrump
@whitehouse
@potus
@vp
@speakerpelosi
@kellyannepolls
@foxandfriends
@mcconnellpress
@stephenathome
@repaoc

Top Mentioned in G8:
@mollyjongfast
@foxnews

Top Mentioned in G9:
@sararo1989
@marytb49
@dadmom73

Top Mentioned in G10:
@joebiden
@realdonaldtrump
@therickwilson
@marthamcsally
@gtconway3d
@lincolnproject
@seanhannity
@berniesanders
@projectlincoln
@motherjones

Top Tweeters
Top Tweeters in Entire Graph:
@soapfanfiction
@ez4u2say_janis
@chidambara09
@gottalaff
@thehill
@cindy_52s
@sherrilee7
@stockguy61
@mog7546
@eykis

Top Tweeters in G1:
@sherrilee7
@stockguy61
@pas5974
@bistycsross
@solusnan1
@morgfair
@sylviaz1913
@chholte
@barbaraward235
@bmlewis2

Top Tweeters in G2:
@carolmaewy
@micjojd
@dovewoman1
@teckiegirl
@cfcpac
@kcookie818
@justerinr
@politeperson123
@cathyjoegpt
@aluthiger

Top Tweeters in G3:
@gottalaff
@ishagshafeeg
@aworldoutofmind
@mjohnso27
@gwydion620
@womensaveusa
@marcvegan
@bjorkian15
@cmpnwtr
@jadejensen29

Top Tweeters in G4:
@eykis
@carlyinnj
@huffpost
@cnbc
@majorslander
@b52malmet
@riskalert
@carrybeyond
@momrovin
@rogue_corq

Top Tweeters in G5:
@garden4u_wa
@angel2damax
@tawanda46
@queenmaday
@realtr3y
@mrorangevale
@zooladie
@dashingclaire
@charlieboy_ron
@asliverarrow

Top Tweeters in G6:
@soapfanfiction
@mms5048
@bluedillygal
@andrea51544005
@dbble5
@newsjunkie60
@vanstreetdog
@rosiem1919
@cynicalvision50
@michelle_888

Top Tweeters in G7:
@ez4u2say_janis
@thehill
@princessbravato
@whirledcitizen_
@sueglashauser
@jomajority
@lrihendry
@wwg_1wga_
@carolforden
@laurahennesse11

Top Tweeters in G8:
@snarkytoes
@nitenitemelissa
@yombe
@judemgreen
@holachola
@mattersofmind
@simplypjb
@larry_du_nord
@beebecathy
@kaliburger

Top Tweeters in G9:
@hettivong
@lubydubydoo
@ljr1626
@admdjg
@mellian1
@kittykittycartm
@fdracolyte
@keeferpb
@alt_uscis
@tonimartaz

Top Tweeters in G10:
@therickwilson
@dailycaller
@motherjones
@ginger7730w
@malcolmnance
@bleedblue46vsg
@bill_lenner
@hughhewitt
@jwgop
@kitcoco


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