#stimulusbill, Twitter, 3/26/2020 5:31:38 AM, 223739


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#stimulusbill_2020-03-25_17-10-22.xlsx
#stimulusbill_2020-03-25_17-10-22.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 26, 2020
Short Description:
#stimulusbill via NodeXL https://bit.ly/2UFD0c3
@realdonaldtrump
@thiaballerina
@thelovebel0w
@drdooleymd
@tedlieu
@jjrodv
@ihssaneleckey
@tinasmi43212544
@rbreich
@kittygomechan

Top hashtags:
#stimulusbill
#stimulusplan
#coronavirus
#trumpmadness
#covid2019
#covid19

Description:
Description
The graph represents a network of 15,946 Twitter users whose recent tweets contained "#stimulusbill", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 26 March 2020 at 00:56 UTC.

The tweets in the network were tweeted over the 3-hour, 33-minute period from Wednesday, 25 March 2020 at 20:43 UTC to Thursday, 26 March 2020 at 00:16 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 : 15946
Unique Edges : 19242
Edges With Duplicates : 1727
Total Edges : 20969
Number of Edge Types : 5
Retweet : 12679
Mentions : 1768
MentionsInRetweet : 3305
Replies to : 959
Tweet : 2258
Self-Loops : 2296
Reciprocated Vertex Pair Ratio : 0.000442918835123464
Reciprocated Edge Ratio : 0.000885445489762036
Connected Components : 1551
Single-Vertex Connected Components : 1131
Maximum Vertices in a Connected Component : 13503
Maximum Edges in a Connected Component : 18368
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.576615
Graph Density : 7.10692724036442E-05
Modularity : 0.771016
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 15,946 Twitter users whose recent tweets contained "#stimulusbill", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 26 March 2020 at 00:56 UTC.

The tweets in the network were tweeted over the 3-hour, 33-minute period from Wednesday, 25 March 2020 at 20:43 UTC to Thursday, 26 March 2020 at 00:16 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 : #stimulusbill
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:
[154] https://www.rickungarshow.com/congressman-to-trump-own-this-crisis-by-getting-sht-done/
[28] https://drive.google.com/file/d/16v7waHtp7mIwTSr7kEkdmzh5cMIM-JFj/view
[13] https://twitter.com/owillis/status/1242894044184883201
[12] https://twitter.com/i/events/1242886922185379846
[11] https://www.oneworld.nl/lezen/opinie/why-are-we-fighting-corona-without-discussing-the-cause/
[10] https://www.cnn.com/2020/03/25/politics/stimulus-package-details-coronavirus/index.html
[10] https://twitter.com/DrDooleyMD/status/1242835052620320770
[8] https://twitter.com/kerpen/status/1242862550817144838
[7] https://twitter.com/sensanders/status/1242896476872806402
[6] https://twitter.com/thiaballerina/status/1242822480797941760

Top URLs in Tweet in G1:
[2] https://www.youtube.com/watch?v=tVm5d7nRaPo

[1] https://www.huffpost.com/entry/senate-democrats-donald-trump-coronavirus-bill_n_5e7b77a6c5b62a1870d62d83
[1] https://twitter.com/BEVHOWARD40/status/1242679786834714624
[1] https://twitter.com/thiaballerina/status/1242822480797941760

Top URLs in Tweet in G2:
[3] https://www.rickungarshow.com/congressman-to-trump-own-this-crisis-by-getting-sht-done/
[3] https://twitter.com/DrDooleyMD/status/1242835052620320770
[2] https://www.nytimes.com/2020/03/25/us/politics/virus-fineprint-stimulus-bill.html
[2] https://twitter.com/ZephyrTeachout/status/1242919198369570818
[1] https://twitter.com/kirkacevedo/status/1240116284395642880
[1] https://twitter.com/LisaForMaine/status/1242880284573523969
[1] https://mattstoller.substack.com/p/stop-the-6-trillion-coronavirus-corporate
[1] https://prospect.org/coronavirus/unsanitized-bailouts-tradition-unlike-any-other/
[1] https://amp.greatfallstribune.com/amp/2909101001
[1] https://twitter.com/mkraju/status/1242847777941585920

Top URLs in Tweet in G3:
[26] https://drive.google.com/file/d/16v7waHtp7mIwTSr7kEkdmzh5cMIM-JFj/view
[6] https://82ac86c1qkihwgxeqiyobz9z26.hop.clickbank.net/
[6] https://www.fiverr.com/tajmul_0007/design-modern-wix-website
[2] https://www.youtube.com/watch?v=N2cTS0LPfl0

[2] https://conservativefiringline.com/president-trump-right-to-seek-balance-in-moving-forward-in-health-emergency/
[2] https://twitter.com/kerpen/status/1242860708771041286
[1] https://twitter.com/Vintagesquirrel/status/1242874094229561346
[1] https://twitter.com/va_shiva/status/1242906482355601413
[1] https://twitter.com/Inevitable_ET/status/1242907568307142657
[1] https://twitter.com/tracybeanz/status/1242961055585796097

Top URLs in Tweet in G4:
[4] https://twitter.com/owillis/status/1242894044184883201
[4] https://www.cnn.com/2020/03/25/politics/stimulus-package-details-coronavirus/index.html
[4] https://www.paypal.me/yeaglebdy
[3] https://twitter.com/chrismurphyct/status/1242887251492843526
[3] https://twitter.com/rachelbovard/status/1242830907448459265
[2] https://twitter.com/realDonaldTrump/status/1242905328209080331
[2] https://twitter.com/kerpen/status/1242862550817144838
[2] https://twitter.com/sensanders/status/1242896476872806402
[2] https://distrokid.com/hyperfollow/crankdiesel/crank-diesel
[2] https://twitter.com/RepDonBeyer/status/1242917517489844229

Top URLs in Tweet in G5:
[1] https://twitter.com/LizKilmerWPXI/status/1242778723088306177
[1] https://twitter.com/matthewstoller/status/1242936154850238465
[1] https://twitter.com/thiaballerina/status/1242822480797941760

Top URLs in Tweet in G6:
[5] https://www.newsweek.com/four-gop-senators-threaten-oppose-coronavirus-stimulus-package-say-unemployment-would-pay-some-1494301
[3] https://twitter.com/johncardillo/status/1242880898770579456
[2] https://twitter.com/mattgaetz/status/1242916475817558016
[2] https://twitter.com/GOPLeader/status/1242872039955980289
[2] https://www.youtube.com/watch?v=rWRmlumcN_s

[2] https://twitter.com/dbongino/status/1242865736416219136
[2] https://www.foxnews.com/politics/senate-coronavirus-bill-75m-corporation-for-public-broadcasting-npr-big-bird
[2] https://twitter.com/KUOW/status/1242576208258158593
[2] https://twitter.com/owillis/status/1242894044184883201
[2] https://twitter.com/breesanna/status/1242759489130049536

Top URLs in Tweet in G7:
[2] https://www.businessinsider.com/what-stimulus-bill-means-small-business-during-coronavirus-2020-3?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[2] https://www.gofundme.com/f/colorado-springs-ppe-project?utm_medium=copy_link&utm_source=customer&utm_campaign=p_lico+share-sheet
[2] https://twitter.com/DrDooleyMD/status/1242835052620320770
[1] https://www.huffpost.com/entry/senate-democrats-donald-trump-coronavirus-bill_n_5e7b77a6c5b62a1870d62d83
[1] https://johnpavlovitz.com/2020/03/24/their-money-or-your-life-the-fraudulence-of-pro-life-christian-capitalism/
[1] https://twitter.com/bofa_news/status/1242924610816884736
[1] https://twitter.com/RBReich/status/1242925160832716801

Top URLs in Tweet in G8:
[3] https://www.americanenergyalliance.org/2020/03/nancy-pelosi-holds-pandemic-relief-hostage-for-the-green-new-deal/
[1] https://grrrgraphics.com/pelosi-hates-america
[1] https://twitter.com/IAMChrisEdward/status/1242925143657050112
[1] https://www.britannica.com/topic/Kennedy-Center-for-the-Performing-Arts
[1] https://drive.google.com/file/d/16v7waHtp7mIwTSr7kEkdmzh5cMIM-JFj/view
[1] https://twitter.com/Realpersonpltcs/status/1242954860552531969
[1] https://twitter.com/realericcarmen/status/1242868193086996480
[1] https://twitter.com/sentomcotton/status/1242463552595689472
[1] https://twitter.com/repmattgaetz/status/1242875859456974848
[1] https://twitter.com/marylandnickg/status/1242886574104367110

Top URLs in Tweet in G9:
[1] https://twitter.com/rbreich/status/1242868936351178753
[1] https://twitter.com/ChrisMurphyCT/status/1242887251492843526
[1] https://www.cnbc.com/2020/03/23/senate-democrats-want-to-boost-social-security-by-200-per-month.html
[1] https://twitter.com/washingtonpost/status/1242914074486280192
[1] https://twitter.com/PoeticJ59274248/status/1242777980155375617
[1] https://twitter.com/Eater/status/1242926479228485632
[1] https://twitter.com/SAJ1242/status/1241895830732210176
[1] https://twitter.com/BCAppelbaum/status/1242890820514127875

Top URLs in Tweet in G10:
[6] https://twitter.com/owillis/status/1242894044184883201
[4] https://www.nbcnews.com/politics/congress/handful-gop-senators-threaten-delay-senate-coronavirus-bill-over-drafting-n1168766?fbclid=IwAR3hKfvHLF5hkcs6T3r6uyAscx1kw0MM4-M5tXVc95znzrs1KamQxkLiNmA
[2] https://twitter.com/RBReich/status/1242925160832716801
[2] https://www.youtube.com/watch?v=fFv0sDw1b9U&feature=youtu.be

[2] https://twitter.com/rbreich/status/1242925160832716801
[1] https://www.marketscreener.com/news/Coronavirus-Stimulus-Package-Hits-Last-Minute-Snags-5th-Update--30254073/
[1] https://twitter.com/tinamonzavi/status/1242911344782798848
[1] https://twitter.com/richardtrumka/status/1242955934797828103
[1] https://thehill.com/homenews/senate/489525-last-minute-complaints-threaten-2t-senate-coronavirus-emergency-aid?fbclid=IwAR1Eija8rANToXXlYxG6y-aUqH8jvQIkz0rr_92CT28tweynv1s4_YH9Qcg
[1] https://www.commondreams.org/news/2020/03/25/sanders-demands-trump-rescind-truly-outrageous-decision-hand-gilead-exclusive-rights?fbclid=IwAR2YLkye_VQ_0rRhqTYK7wkdBUNjlB4vwLG6AIsfO_WufUCQ_h2HOOGbJSg

Top Domains
Top Domains in Tweet in Entire Graph:
[725] twitter.com
[154] rickungarshow.com
[80] youtube.com
[31] google.com
[17] cnn.com
[13] nbcnews.com
[13] cnbc.com
[12] huffpost.com
[11] pscp.tv
[11] oneworld.nl

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

Top Domains in Tweet in G2:
[18] twitter.com
[3] nytimes.com
[3] rickungarshow.com
[1] substack.com
[1] prospect.org
[1] greatfallstribune.com
[1] streetinsider.com
[1] huffpost.com
[1] theintercept.com
[1] google.com

Top Domains in Tweet in G3:
[43] twitter.com
[26] google.com
[8] clickbank.net
[6] fiverr.com
[3] youtube.com
[2] conservativefiringline.com
[1] pscp.tv
[1] thefederalist.com
[1] foxbusiness.com
[1] senate.gov

Top Domains in Tweet in G4:
[261] twitter.com
[30] youtube.com
[5] cnn.com
[4] facebook.com
[4] yahoo.com
[4] paypal.me
[3] washingtonpost.com
[3] nytimes.com
[3] pscp.tv
[2] theblockcrypto.com

Top Domains in Tweet in G5:
[3] twitter.com

Top Domains in Tweet in G6:
[95] twitter.com
[6] youtube.com
[5] newsweek.com
[5] cnn.com
[3] foxnews.com
[2] thehill.com
[2] commondreams.org
[2] cnbc.com
[1] counterpunch.org
[1] spotify.com

Top Domains in Tweet in G7:
[4] twitter.com
[2] businessinsider.com
[2] gofundme.com
[1] huffpost.com
[1] johnpavlovitz.com

Top Domains in Tweet in G8:
[12] twitter.com
[3] americanenergyalliance.org
[1] grrrgraphics.com
[1] britannica.com
[1] google.com

Top Domains in Tweet in G9:
[7] twitter.com
[1] cnbc.com

Top Domains in Tweet in G10:
[25] twitter.com
[5] nbcnews.com
[2] youtube.com
[1] marketscreener.com
[1] thehill.com
[1] commondreams.org
[1] huffpost.com
[1] newsmax.com
[1] sun-sentinel.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11342] stimulusbill
[1569] stimulusplan
[915] coronavirus
[615] trumpmadness
[519] covid2019
[493] covid19
[440] eastermassacre
[373] trumpvirus
[361] doctorsspeakup
[272] wednesdaythoughts



Top Hashtags in Tweet in G1:
[55] stimulusbill
[6] coronavirus
[5] stimulusplan
[2] bailoutpeoplenotcorporations
[2] covid19
[2] presidentberniesanders
[2] trumpmadness
[1] generalstrike
[1] lindseygraham
[1] notmeus

Top Hashtags in Tweet in G2:
[1243] stimulusbill
[169] stimulusplan
[110] covid19
[48] covid2019
[23] coronavirus
[12] trumpmadness
[9] eastermassacre
[8] breakingnews
[8] trumpvirus
[8] doctorsspeakup

Top Hashtags in Tweet in G3:
[414] stimulusbill
[59] coronavirus
[51] covid2019
[41] stimulusplan
[29] covid19
[15] americans
[14] trumpmadness
[13] covid19out
[11] democrats
[11] stayhome

Top Hashtags in Tweet in G4:
[1262] stimulusbill
[253] coronavirus
[207] covid2019
[128] covid19
[124] stimulusplan
[71] covid19out
[55] coronaviruslockdown
[49] stayhome
[47] 21daylockdown
[46] wednesdaythoughts

Top Hashtags in Tweet in G5:
[1073] stimulusbill
[4] covid2019
[2] coned
[2] stimulusplan
[1] tmobile
[1] stimuluspackage
[1] generalstrike
[1] rentstrike
[1] democrats
[1] republicans

Top Hashtags in Tweet in G6:
[644] stimulusbill
[116] coronavirus
[101] stimulusplan
[57] expelpelosi
[46] covid19
[43] covid2019
[38] congress
[18] pelosi
[18] wednesdaythoughts
[18] littlefireseverywhere

Top Hashtags in Tweet in G7:
[856] stimulusbill
[767] stimulusplan
[8] coronavirus
[7] covid19
[4] colorado
[2] whichsideareyouon
[2] hireequal
[2] mortgagedeferral
[2] grantsnotloans
[2] republicans

Top Hashtags in Tweet in G8:
[580] stimulusbill
[149] bengarrisoncartoon
[149] nancypelosi
[149] wednesdaythoughts
[33] coronavirus
[22] neverforget
[18] stimulusplan
[10] boeing
[10] wednesday
[6] cleanbill

Top Hashtags in Tweet in G9:
[701] stimulusbill
[11] covid_19
[10] stimulusplan
[4] coronavirus
[2] breakingnews
[2] covid2019
[1] eastermassacre
[1] trumpmadness
[1] trumpvirus
[1] doctorsspeakup

Top Hashtags in Tweet in G10:
[628] stimulusbill
[18] coronavirus
[13] covid2019
[12] covid19
[6] stimulusplan
[6] stayhome
[5] coronaviruslockdown
[5] bernieisourfdr
[4] eastermassacre
[4] covid19out

Top Words
Top Words in Tweet in Entire Graph:
[14232] Words in Sentiment List#1: Positive
[23018] Words in Sentiment List#2: Negative
[607] Words in Sentiment List#3: Angry/Violent
[550053] Non-categorized Words
[587305] Total Words
[18490] #stimulusbill
[6766] 1200
[5861] money
[5344] time
[5235] one

Top Words in Tweet in G1:
[4095] money
[2141] #stimulusbill
[2096] 1200
[2091] one
[2083] time
[2083] payment
[2073] rent
[2072] debt
[2063] person
[2062] student

Top Words in Tweet in G2:
[2944] #stimulusbill
[1722] 1200
[1369] #stimulusplan
[1343] one
[1280] check
[1147] payment
[1130] time
[893] debt
[809] cover
[773] rent

Top Words in Tweet in G3:
[1300] #stimulusbill
[1045] realdonaldtrump
[924] bill
[714] decade
[487] trump
[470] pelosi
[452] americans
[450] veto
[444] #stimulusplan
[439] nancy

Top Words in Tweet in G4:
[1267] #stimulusbill
[255] #coronavirus
[208] #covid2019
[144] people
[128] #covid19
[126] #stimulusplan
[93] money
[91] stimulus
[82] bill
[80] 1200

Top Words in Tweet in G5:
[1130] #stimulusbill
[1104] 1200
[1059] check
[1042] single
[1042] helps
[1042] america's
[1042] vulnerable
[1042] pandemic
[1042] explained
[82] money

Top Words in Tweet in G6:
[942] #stimulusbill
[192] #expelpelosi
[183] people
[157] #coronavirus
[156] resources
[133] #stimulusplan
[132] speakerpelosi
[130] time
[123] realdonaldtrump
[118] potus

Top Words in Tweet in G7:
[1016] #stimulusbill
[903] 1200
[877] one
[863] time
[849] #stimulusplan
[841] payment
[803] enough
[785] pass
[765] isn
[100] money

Top Words in Tweet in G8:
[1002] #stimulusbill
[922] 000
[407] npr
[321] democrats
[307] piece
[306] 25
[289] americans
[269] saying
[269] federal
[258] better

Top Words in Tweet in G9:
[725] #stimulusbill
[595] need
[577] senate
[576] passed
[575] another
[575] bill
[574] below
[574] statement
[574] accurate
[574] shortly

Top Words in Tweet in G10:
[672] #stimulusbill
[533] small
[469] business
[394] workers
[387] billion
[382] hospitals
[375] corporations
[374] right
[361] loans
[311] much

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4777] one,time
[3813] time,payment
[3193] student,debt
[2839] payment,1200
[2585] rent,freeze
[2583] freeze,student
[2238] 1200,person
[2233] forgiveness,one
[2232] debt,forgiveness
[2232] money,taxed

Top Word Pairs in Tweet in G1:
[2083] one,time
[2060] student,debt
[2052] time,payment
[2050] payment,1200
[2045] pay,back
[2044] rent,freeze
[2044] freeze,student
[2044] debt,forgiveness
[2044] forgiveness,one
[2044] 1200,person

Top Word Pairs in Tweet in G2:
[1108] one,time
[752] #stimulusbill,#stimulusplan
[649] 1200,check
[592] student,debt
[539] enough,cover
[373] check,enough
[367] time,1200
[365] person,during
[363] americans,live
[363] live,paycheck

Top Word Pairs in Tweet in G3:
[436] nancy,pelosi
[436] veto,bill
[433] pelosi,demokrats
[433] demokrats,destroy
[433] destroy,usa
[433] usa,ll
[433] ll,tens
[433] tens,thousands
[433] thousands,americans
[433] americans,richer

Top Word Pairs in Tweet in G4:
[82] #coronavirus,#stimulusbill
[73] #stimulusbill,#covid2019
[66] #stimulusbill,#stimulusplan
[58] #covid2019,#stimulusbill
[42] #stimulusbill,#coronavirus
[31] #stimulusplan,#stimulusbill
[29] #covid19,#stimulusbill
[25] #covid2019,#coronavirus
[24] #coronavirus,#covid19
[23] stimulus,package

Top Word Pairs in Tweet in G5:
[1047] 1200,check
[1042] single,1200
[1042] check,helps
[1042] helps,america's
[1042] america's,vulnerable
[1042] vulnerable,pandemic
[1042] pandemic,explained
[1042] explained,#stimulusbill
[53] one,time
[48] student,debt

Top Word Pairs in Tweet in G6:
[176] #expelpelosi,#expelpelosi
[75] wall,street
[71] people,#stimulusbill
[69] working,people
[67] government,resources
[67] resources,bail
[67] bail,wall
[67] street,second
[67] second,time
[67] time,life

Top Word Pairs in Tweet in G7:
[863] one,time
[820] time,payment
[815] #stimulusbill,#stimulusplan
[783] pass,#stimulusbill
[771] 1200,one
[765] payment,isn
[765] isn,enough
[762] enough,pass
[85] student,debt
[57] payment,1200

Top Word Pairs in Tweet in G8:
[461] 000,000
[256] 2011,caught
[256] caught,npr
[256] npr,execs
[256] execs,undercover
[256] undercover,video
[256] video,saying
[256] saying,better
[256] better,without
[256] without,federal

Top Word Pairs in Tweet in G9:
[574] below,statement
[574] statement,accurate
[574] accurate,need
[574] need,another
[574] another,#stimulusbill
[574] #stimulusbill,shortly
[574] shortly,senate
[574] senate,bill
[574] bill,passed
[50] business,loans

Top Word Pairs in Tweet in G10:
[361] small,business
[361] business,loans
[219] unemployed,workers
[194] corporations,getting
[192] #stimulusbill,provides
[192] front,lines
[191] provides,367
[191] 367,billion
[191] billion,small
[191] loans,130

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@lindseygrahamsc
@senschumer
@whitehouse
@speakerpelosi
@nytimes
@dbongino
@thehill
@cspanclassroom
@gop

Top Replied-To in G1:
@shaunking

Top Replied-To in G2:
@nytimes
@cspanclassroom
@proudresister
@rvawonk
@evansayet
@senkamalaharris
@anakasparian
@realdonaldtrump
@maddow
@aliasvaughn

Top Replied-To in G3:
@realdonaldtrump
@whitehouse
@repmattgaetz
@brandonbeckham_
@trump2082259147
@scottpresler
@potus
@speakerpelosi
@monicag72462051
@mattgaetz

Top Replied-To in G6:
@senschumer
@speakerpelosi
@realdonaldtrump
@dbongino
@gop
@potus
@whitehouse
@gopleader
@gopchairwoman
@cnn

Top Replied-To in G7:
@realdonaldtrump
@drdooleymd

Top Replied-To in G8:
@abc7breaking
@east40sooner
@lindseygrahamsc
@8news
@dbongino
@gop
@carminesabia

Top Replied-To in G9:
@tedlieu

Top Replied-To in G10:
@lindseygrahamsc
@thehill
@owillis
@rbreich
@senrickscott
@essenviews
@andylassner
@sensasse
@breaking911
@realdonaldtrump

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@npr
@berniesanders
@lindseygrahamsc
@reptimryan
@senatortimscott
@speakerpelosi
@senrickscott
@potus
@sensasse

Top Mentioned in G2:
@nytimes
@berniesanders
@realdonaldtrump
@ubicaucus
@danformontana
@npr
@pappiness
@cloudcontact
@reptimryan
@tuckercarlson

Top Mentioned in G3:
@realdonaldtrump
@potus
@stevenmnuchin1
@foxnews
@gop
@repmattgaetz
@senatemajldr
@speakerpelosi
@whitehouse
@kencen

Top Mentioned in G4:
@arhqadri
@ari_shapiro

Top Mentioned in G6:
@speakerpelosi
@realdonaldtrump
@potus
@senschumer
@senatemajldr
@senategop
@gop
@housedemocrats
@senatortomudall
@foxnews

Top Mentioned in G7:
@businessinsider
@realdonaldtrump
@wellsfargo
@cnn
@drdooleymd

Top Mentioned in G8:
@npr
@realdonaldtrump
@foxnews
@sunnyjamie
@abc7breaking
@cnn
@seanhannity
@gop
@speakerpelosi

Top Mentioned in G9:
@berniesanders
@rashidatlaib
@senschumer
@senatortomudall
@lindseygrahamsc
@proudresister

Top Mentioned in G10:
@lindseygrahamsc
@senatortimscott
@senrickscott
@sensasse
@bensasse
@harrisonjaime
@senategop
@senschumer
@lindseygraham
@gnuman1979

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@alerttrade
@jojokejohn
@peter_s_becks1
@immoralreport
@jim_peoples_
@applesupport
@solutioneer72
@geoffrey_payne
@sharneal

Top Tweeters in G1:
@lehimesa
@publicoutcrysy
@alani_x
@xtherenegade
@mrgoldpackxl
@loud_besos
@imstretchstacks
@bunnymintt
@tunaep_
@_youngcr7

Top Tweeters in G2:
@drdaveanddee
@ggg_says
@dgendvil
@b1e56df9ce6549f
@grandpooba5440
@marthalynneowe1
@sueleugers
@gpwriter
@liverpotlian
@betterw05759703

Top Tweeters in G3:
@jver1
@msavaarmstrong
@mary620497
@justmepammy
@hwholcomb
@markfromhalsey
@saminhim
@cheri_kentucky
@janiek13
@60sreno

Top Tweeters in G4:
@twright55
@purplegarter1
@masondonttweet
@donthatebehated
@tedgrunewald
@ihumble
@frank_j_miles
@mycomfor
@kimbrame
@newstouse

Top Tweeters in G5:
@sunflowerjun
@britpoptarts
@angelsscream
@wally_wests
@amaditalks
@drkwingduck
@theinfamoushero
@janniaragon
@nerdy_3000
@fxcking_dani

Top Tweeters in G6:
@immoralreport
@jjauthor
@fasting39
@lauracgilleslil
@nahbabynah
@mjgranger1
@reuters
@jjmac55
@danna_palmer
@estarianne

Top Tweeters in G7:
@businessinsider
@masqcrew
@thegaychel
@cmarpa
@kramerfry
@zardoz420wpn
@waterflowerm
@rocky1542
@tommypickles94
@_reaalamerican_

Top Tweeters in G8:
@alerttrade
@patriotmarie
@mkues65
@shirleyringuet5
@usatopguns
@drofdem
@jetrotter
@shirleycolleen
@gracecourtwrig3
@lonestartxmary

Top Tweeters in G9:
@anthonybourque
@justwhatnowwhy
@fieryreddragon
@beverly21811568
@loulachat
@asmith702
@llstudent08
@barbie892
@msjbe20a
@575haiku

Top Tweeters in G10:
@thehill
@astwisa
@karolcummins
@livsexynj
@jonathanjewel
@inky_mark
@gnuman1979
@acobasi
@rabidbadger
@spencerkarter