#25thAmendment, Twitter, 8/23/2019 5:56:43 AM, 207563


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#25thAmendment_2019-08-22_14-30-40.xlsx
#25thAmendment_2019-08-22_14-30-40.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 23, 2019
Short Description:
#25thAmendment via NodeXL http://bit.ly/2NwPOj7
@realdonaldtrump
@rabbijill
@speakerpelosi
@trueeyethespy
@belkkathy512
@horridpoplyrics
@wordswithsteph
@typicaltrumpism
@princessbravato
@thedailyedge

Top hashtags:
#25thamendment
#25thamendmentnow
#25thammendmentnow

Description:
Description
The graph represents a network of 14,687 Twitter users whose recent tweets contained "#25thAmendment", 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 Friday, 23 August 2019 at 04:12 UTC.

The tweets in the network were tweeted over the 1-day, 21-hour, 33-minute period from Wednesday, 21 August 2019 at 00:08 UTC to Thursday, 22 August 2019 at 21:42 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 : 14687
Unique Edges : 25474
Edges With Duplicates : 3373
Total Edges : 28847
Self-Loops : 2799
Reciprocated Vertex Pair Ratio : 0.00447609359104781
Reciprocated Edge Ratio : 0.00891229491594086
Connected Components : 1513
Single-Vertex Connected Components : 1207
Maximum Vertices in a Connected Component : 12720
Maximum Edges in a Connected Component : 26718
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.199253
Graph Density : 0.000114444918131479
Modularity : 0.66514
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[186] https://twitter.com/bubbaprog/status/1164217773263851524
[118] https://twitter.com/funder/status/1164227209328046080
[54] https://twitter.com/realDonaldTrump/status/1163961882945970176
[47] https://twitter.com/eugenegu/status/1164171220859797504
[38] https://twitter.com/atrupar/status/1164261134993625094
[28] https://twitter.com/AngrierWHStaff/status/1163974944360927232
[26] https://twitter.com/realDonaldTrump/status/1164138796205654016
[25] https://twitter.com/ProudResister/status/1164238040102948864
[24] https://twitter.com/cspan/status/1164217192512204805
[22] https://twitter.com/AndrewFeinberg/status/1164205235193208834

Top URLs in Tweet in G1:
[23] https://twitter.com/AngrierWHStaff/status/1163974944360927232
[6] https://twitter.com/bubbaprog/status/1164217773263851524
[5] https://twitter.com/415holgate/status/1164329910208348160
[4] https://twitter.com/realDonaldTrump/status/1164138796205654016
[3] https://twitter.com/minhtngo/status/1164233053759131648
[3] https://twitter.com/realDonaldTrump/status/1163478770587721729
[3] https://twitter.com/MollyMcKew/status/1164189371794362375
[2] https://www.huffpost.com/entry/donald-trumps-last-24-hours-have-been-particularly-stupid-and-offensive_n_5d5d711de4b0701d280c9d48
[2] https://twitter.com/angrierwhstaff/status/1164199188613218305
[2] https://beta.washingtonpost.com/opinions/2019/08/22/trumps-unhinged-display-should-worry-everyone/?outputType=amp

Top URLs in Tweet in G2:
[25] https://twitter.com/funder/status/1164227209328046080
[11] https://twitter.com/eugenegu/status/1164171220859797504
[9] https://twitter.com/atrupar/status/1164261134993625094
[7] https://twitter.com/atrupar/status/1164217925152067584
[6] https://twitter.com/robreiner/status/1164286061121589253
[5] https://twitter.com/realDonaldTrump/status/1163961882945970176
[4] https://twitter.com/aynrandpaulryan/status/1164196424839389189
[4] https://twitter.com/realDonaldTrump/status/1163478770587721729
[4] https://twitter.com/AndrewFeinberg/status/1164205235193208834
[4] https://twitter.com/realDonaldTrump/status/1164228810310426624

Top URLs in Tweet in G3:
[41] https://twitter.com/funder/status/1164227209328046080
[18] https://twitter.com/eugenegu/status/1164171220859797504
[15] https://twitter.com/ProudResister/status/1164238040102948864
[13] https://twitter.com/AynRandPaulRyan/status/1164220934816821249
[11] https://twitter.com/atrupar/status/1164261134993625094
[11] https://twitter.com/kylegriffin1/status/1164294934960234497
[10] https://twitter.com/realDonaldTrump/status/1163961882945970176
[9] https://twitter.com/briantylercohen/status/1164218433166163968
[8] https://twitter.com/gtconway3d/status/1163970790620114944
[8] https://twitter.com/jchaltiwanger/status/1164162095681822720

Top URLs in Tweet in G4:
[13] https://twitter.com/funder/status/1164227209328046080
[5] https://twitter.com/aynrandpaulryan/status/1164220934816821249
[4] https://twitter.com/cspan/status/1164217192512204805
[4] https://www.cnbc.com/2019/08/21/i-am-the-chosen-one-trump-proclaims-as-he-defends-china-trade-war.html
[4] https://twitter.com/PAtreides2017/status/1164387825678245890
[4] https://twitter.com/eugenegu/status/1164171220859797504
[3] https://www.youtube.com/watch?v=MFxqfyIxPjc

[3] https://twitter.com/ProudResister/status/1164238040102948864
[3] https://twitter.com/gtconway3d/status/1163970790620114944
[3] https://twitter.com/b52malmet/status/1164232942257922049

Top URLs in Tweet in G5:
[6] https://twitter.com/JoyAnnReid/status/1164238090241814530
[5] https://twitter.com/stucam7771/status/1164155198455144449
[3] https://twitter.com/eugenegu/status/1164171220859797504
[2] https://twitter.com/cameronlmitchel/status/1164213772027740160
[2] https://twitter.com/MizJanetta/status/1164216027082657793
[2] https://twitter.com/ddale8/status/1164203696873455622
[2] https://twitter.com/Manofleisure4/status/1164287186310578176
[2] https://twitter.com/savetheturtles2/status/1164320807994253312
[2] https://twitter.com/funder/status/1164227209328046080
[1] https://twitter.com/aynrandpaulryan/status/1164220934816821249

Top URLs in Tweet in G6:
[11] https://www.amazon.com/dp/B0773S4BY8
[4] https://twitter.com/DisTrumpia/status/1164312126187438082
[3] https://twitter.com/briantylercohen/status/1164218433166163968
[3] https://twitter.com/cspan/status/1164217192512204805?s=19
[3] https://twitter.com/atrupar/status/1164214732523540482
[3] https://twitter.com/bubbaprog/status/1164217773263851524
[3] https://twitter.com/realDonaldTrump/status/1163961882945970176
[2] https://wethepeoplemarch.org/
[2] https://politicaltradingcards.com/product/pelosi-and-schumer-battle-trump-12/
[2] https://twitter.com/cspan/status/1164217192512204805

Top URLs in Tweet in G7:
[8] https://twitter.com/funder/status/1164548529429368833
[4] https://twitter.com/atrupar/status/1164261134993625094
[3] https://twitter.com/funder/status/1164227209328046080
[2] https://twitter.com/Astartiel/status/1164202692861931520
[2] https://twitter.com/eugenegu/status/1164171220859797504
[2] https://twitter.com/atrupar/status/1164228952661078018
[1] https://www.vice.com/en_us/article/wjw5zb/trump-says-he-is-seriously-considering-ending-birthright-citizenship?utm_campaign=sharebutton
[1] https://twitter.com/cspan/status/1164217192512204805
[1] https://twitter.com/realDonaldTrump/status/1149849263268147201
[1] https://twitter.com/ooshdesign/status/1164256822510833664

Top URLs in Tweet in G8:
[8] https://twitter.com/nyscotsman12/status/1164167654132920321
[4] https://twitter.com/cspan/status/1164217192512204805
[4] https://twitter.com/atrupar/status/1164261134993625094
[3] https://twitter.com/stucam7771/status/1164155198455144449
[3] https://twitter.com/slade/status/1164174293653229569
[2] https://twitter.com/eugenegu/status/1164171220859797504
[2] https://twitter.com/funder/status/1164227209328046080
[2] https://twitter.com/angrierwhstaff/status/1164352049187868674
[2] https://twitter.com/haaohaoo/status/1164314918268657665
[1] https://www.salon.com/2019/06/14/yale-psychiatrist-bandy-lee-trumps-mental-health-is-now-a-national-and-global-emergency/

Top URLs in Tweet in G9:
[1] https://twitter.com/andrebrantley/status/1164336512420524032

Top URLs in Tweet in G10:
[6] https://twitter.com/aynrandpaulryan/status/1164196424839389189
[3] https://twitter.com/funder/status/1164312084626247682
[3] https://twitter.com/funder/status/1164227209328046080
[3] https://twitter.com/atrupar/status/1164261134993625094
[2] https://twitter.com/kylegriffin1/status/1164545264423755778
[2] https://twitter.com/atrupar/status/1164239178672025601
[2] https://twitter.com/atrupar/status/1164221992154910720
[2] https://twitter.com/bubbaprog/status/1164217773263851524
[2] https://twitter.com/activist360/status/1164247320474636293
[2] https://twitter.com/AngrierWHStaff/status/1163974944360927232

Top Domains
Top Domains in Tweet in Entire Graph:
[2410] twitter.com
[43] youtube.com
[24] cnn.com
[22] amazon.com
[18] theguardian.com
[18] washingtonpost.com
[16] co.uk
[13] nytimes.com
[12] rawstory.com
[12] apple.news

Top Domains in Tweet in G1:
[151] twitter.com
[3] youtube.com
[3] huffpost.com
[3] washingtonpost.com
[3] theguardian.com
[3] palmerreport.com
[2] yahoo.com
[2] vanityfair.com
[2] facebook.com
[2] rawstory.com

Top Domains in Tweet in G2:
[392] twitter.com
[7] cnn.com
[5] youtube.com
[4] nytimes.com
[3] theguardian.com
[2] etsy.com
[2] rawstory.com
[2] huffpost.com
[2] cnbc.com
[2] nih.gov

Top Domains in Tweet in G3:
[748] twitter.com
[13] youtube.com
[10] amazon.com
[9] theguardian.com
[8] cnn.com
[8] co.uk
[7] washingtonpost.com
[6] nytimes.com
[6] bible.com
[5] apple.news

Top Domains in Tweet in G4:
[164] twitter.com
[5] youtube.com
[4] cnbc.com
[2] cnn.com
[2] apple.news
[2] vox.com
[1] washingtonpost.com
[1] yahoo.com
[1] theguardian.com
[1] usatoday.com

Top Domains in Tweet in G5:
[53] twitter.com
[1] youtube.com

Top Domains in Tweet in G6:
[105] twitter.com
[12] amazon.com
[4] washingtonpost.com
[3] youtube.com
[3] politico.com
[2] dailykos.com
[2] wethepeoplemarch.org
[2] politicaltradingcards.com
[2] cnn.com
[1] rawstory.com

Top Domains in Tweet in G7:
[31] twitter.com
[1] vice.com
[1] dni.gov
[1] unfollowerstats.com
[1] rawstory.com

Top Domains in Tweet in G8:
[52] twitter.com
[2] youtube.com
[1] salon.com
[1] rawstory.com
[1] cnbc.com
[1] theguardian.com
[1] businessinsider.com
[1] slate.com

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

Top Domains in Tweet in G10:
[69] twitter.com
[7] youtube.com
[2] cnn.com
[2] co.uk
[1] mediaite.com
[1] nbcnews.com
[1] newsweek.com
[1] nytimes.com
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11571] 25thamendment
[1627] 25thamendmentnow
[695] 25thammendmentnow
[443] antichrist
[439] chosenone
[366] 25ththe45th
[321] impeachtrump
[304] americadeservesbetter
[301] impeachtrumpnow
[225] trump



Top Hashtags in Tweet in G1:
[1291] 25thamendment
[278] americadeservesbetter
[163] 25thamendmentnow
[98] antichrist
[45] chosenone
[35] impeachtrumpnow
[28] trump
[25] kingofthejews
[22] impeachtrump
[20] kingofisrael

Top Hashtags in Tweet in G2:
[2462] 25thamendment
[560] 25thammendmentnow
[274] 25thamendmentnow
[252] 25ththe45th
[204] impeachtrump
[75] impeachtrumpnow
[70] antichrist
[47] liarinchief
[42] partyovercountry2020
[39] impeach

Top Hashtags in Tweet in G3:
[1530] 25thamendment
[218] 25thamendmentnow
[65] trump
[58] antichrist
[54] impeachtrumpnow
[40] chosenone
[39] kingofisrael
[37] kingofthejews
[35] disloyaltotrump
[27] thechosenone

Top Hashtags in Tweet in G4:
[1168] 25thamendment
[93] 25thamendmentnow
[84] chosenone
[45] impeachnow
[40] impeachtrumpnow
[27] impeachtrump
[21] 25thammendmentnow
[19] disloyaltotrump
[13] antichrist
[13] impeachmentinquirynow

Top Hashtags in Tweet in G5:
[163] 25thamendment
[57] 25thamendmentnow
[10] impeachtrump
[8] impeachtrumpnow
[7] 25thammendmentnow
[6] ca39
[6] trumppressconference
[6] donthecon
[4] trump
[4] moroninchief

Top Hashtags in Tweet in G6:
[914] 25thamendment
[296] 25thamendmentnow
[41] resist
[36] chosenone
[25] knowyourdeplorables
[23] impeachtrumpnow
[18] antichrist
[17] 25thammendmentnow
[15] thechosenone
[14] disloyaltotrump

Top Hashtags in Tweet in G7:
[140] 25thamendment
[23] 25thamendmentnow
[11] antichrist
[9] whyisthat
[8] trump
[6] chosenone
[5] trumpisawhitesupremacist
[5] impeachnow
[5] presidentmiller
[5] thechosenone

Top Hashtags in Tweet in G8:
[196] 25thamendment
[24] 25thammendmentnow
[20] 25thamendmentnow
[19] resisters
[18] 25ththe45th
[8] antichrist
[7] impeachtrump
[7] moronpresident
[7] resist
[6] trump

Top Hashtags in Tweet in G9:
[2] 25thamendment
[1] greenlandisnotforsale
[1] obamagate
[1] obama
[1] obamaavenue
[1] amazonfire
[1] bitcoin

Top Hashtags in Tweet in G10:
[480] 25thamendment
[90] 25thamendmentnow
[15] denmark
[14] chosenone
[13] antichrist
[10] vote
[10] noconfidence
[10] trump
[10] impeachtrumpnow
[9] electoralcollege

Top Words
Top Words in Tweet in Entire Graph:
[12013] Words in Sentiment List#1: Positive
[23134] Words in Sentiment List#2: Negative
[88] Words in Sentiment List#3: Angry/Violent
[411825] Non-categorized Words
[446982] Total Words
[20526] #25thamendment
[4408] realdonaldtrump
[4056] trump
[3043] #25thamendmentnow
[2630] needs

Top Words in Tweet in G1:
[3591] #25thamendment
[3047] realdonaldtrump
[909] medical
[902] seek
[817] himself
[575] help
[563] t
[552] god
[539] coming
[531] greenland

Top Words in Tweet in G2:
[3140] #25thamendment
[674] realdonaldtrump
[641] #25thammendmentnow
[551] trump
[392] need
[357] see
[356] #25thamendmentnow
[347] donald
[327] trump's
[324] last

Top Words in Tweet in G3:
[1534] #25thamendment
[222] trump
[218] #25thamendmentnow
[152] one
[131] now
[114] s
[110] chosen
[96] president
[90] time
[78] king

Top Words in Tweet in G4:
[2283] #25thamendment
[565] speakerpelosi
[491] s
[482] more
[370] #25thamendmentnow
[308] t
[282] invoke
[281] psychiatrist
[280] trump
[254] need

Top Words in Tweet in G5:
[1743] needs
[1089] #25thamendment
[874] news
[873] getting
[873] reporters
[872] talking
[872] danger
[871] help
[870] tired
[870] pundits

Top Words in Tweet in G6:
[1305] #25thamendment
[481] #25thamendmentnow
[356] t
[276] know
[266] s
[260] tim
[179] one
[174] please
[163] trump
[163] unfit

Top Words in Tweet in G7:
[877] #25thamendment
[766] trump
[614] president
[435] today
[431] jews
[428] #chosenone
[426] #kingofisrael
[424] things
[423] august
[423] 16th

Top Words in Tweet in G8:
[747] #25thamendment
[691] trump
[407] psychologically
[332] chosen
[328] mental
[328] one
[318] s
[308] before
[299] president
[291] remove

Top Words in Tweet in G9:
[988] left
[495] #25thamendment
[494] engages
[494] absolute
[494] worst
[494] human
[494] behavior
[494] oblivious
[494] losing
[494] hand

Top Words in Tweet in G10:
[667] #25thamendment
[141] #25thamendmentnow
[96] trump
[88] realdonaldtrump
[71] now
[70] s
[67] one
[57] time
[57] joycewhitevance
[46] president

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2334] #25thamendment,#25thamendment
[2211] chosen,one
[1319] #25thamendment,#25thamendmentnow
[1182] danger,#25thamendment
[1179] needs,help
[1179] help,needs
[1176] needs,gone
[1175] getting,tired
[1175] tired,news
[1175] news,reporters

Top Word Pairs in Tweet in G1:
[527] second,coming
[523] coming,god
[494] 24,hours
[494] sell,greenland
[491] himself,second
[488] cancelled,trip
[488] trip,denmark
[487] won,t
[486] t,sell
[484] realdonaldtrump,span

Top Word Pairs in Tweet in G2:
[384] #25thammendmentnow,#25thamendment
[317] 24,hours
[316] need,see
[314] #25thamendment,need
[314] last,24
[313] hours,particularly
[313] particularly,stupid
[313] stupid,offensive
[313] offensive,weird
[312] see,hear

Top Word Pairs in Tweet in G3:
[117] #25thamendment,#25thamendment
[101] chosen,one
[96] #25thamendment,#25thamendmentnow
[78] #25thamendmentnow,#25thamendment
[44] king,israel
[40] #25thamendment,now
[34] second,coming
[22] #25thamendment,#25ththe45th
[21] time,#25thamendment
[20] coming,god

Top Word Pairs in Tweet in G4:
[815] #25thamendment,#25thamendment
[239] don,t
[230] something,really
[230] s,#25thamendment
[230] devincow,speakerpelosi
[229] psychiatrist,academic
[229] academic,don
[229] t,need
[229] need,something
[229] really,wrong

Top Word Pairs in Tweet in G5:
[870] getting,tired
[870] tired,news
[870] news,reporters
[870] reporters,pundits
[870] pundits,talking
[870] talking,normal
[870] normal,even
[870] even,entertain
[870] entertain,comments
[870] comments,real

Top Word Pairs in Tweet in G6:
[260] know,t
[254] #25thamendment,#25thamendmentnow
[144] chosen,one
[136] ve,seen
[136] t,work
[131] please,take
[131] away,#25thamendment
[131] #25thamendmentnow,#25thamendment
[130] seen,wander
[130] wander,signing

Top Word Pairs in Tweet in G7:
[423] august,16th
[423] 16th,posted
[423] posted,site
[423] site,4chan
[423] 4chan,today
[423] today,president
[423] president,jews
[423] jews,vote
[423] vote,democratic
[423] democratic,disloyal

Top Word Pairs in Tweet in G8:
[328] chosen,one
[286] one,level
[286] level,mental
[286] mental,instability
[286] instability,gross
[286] gross,incompetence
[286] incompetence,trump
[286] trump,exhibit
[286] exhibit,before
[286] before,gop

Top Word Pairs in Tweet in G9:
[494] left,engages
[494] engages,absolute
[494] absolute,worst
[494] worst,human
[494] human,behavior
[494] behavior,oblivious
[494] oblivious,losing
[494] losing,hand
[494] hand,continue
[494] continue,rise

Top Word Pairs in Tweet in G10:
[71] #25thamendment,#25thamendment
[64] #25thamendmentnow,#25thamendmentnow
[43] chosen,one
[41] #25thamendment,#25thamendmentnow
[30] #25thamendmentnow,#25thamendment
[25] invoke,#25thamendment
[24] king,israel
[22] #greenlandisnotforsale,#25thamendment
[20] past,time
[17] unfit,office

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@joncoopertweets
@atrupar
@funder
@speakerpelosi
@gtconway3d
@aynrandpaulryan
@brycetache
@proudresister
@acosta

Top Replied-To in G1:
@realdonaldtrump
@fahrenthold
@cenkuygur
@bridget_joy_
@speakerpelosi
@manny_funes
@bill_maxwell_
@w_terrence
@vp
@funder

Top Replied-To in G2:
@realdonaldtrump
@atrupar
@gtconway3d
@speakerpelosi
@vp
@joncoopertweets
@whitehouse
@mmpadellan
@briantylercohen
@gop

Top Replied-To in G3:

Top Replied-To in G4:
@speakerpelosi
@acosta
@proudresister
@realdonaldtrump
@secpompeo
@psychdr100
@atrupar
@bagdmilksowhat
@jcbua
@earthlingnathan

Top Replied-To in G5:
@realdonaldtrump
@rabbijill
@sassykadik
@debr1049debra
@charlesmblow
@thegoodgodabove
@mplsme
@daniellkenned17
@senschumer
@speakerpelosi

Top Replied-To in G6:
@realdonaldtrump
@ddale8
@aynrandpaulryan
@palmerreport
@eugenegu
@maggienyt
@andrewfeinberg
@kylegriffin1
@funder
@gtconway3d

Top Replied-To in G7:
@laureldavilacpa
@zippysronwalker
@kikiadine
@lmao_in_fla
@democracystorm
@mehdirhasan
@doh_doh_burrd
@devinher
@mattmfm
@ferrumironworks

Top Replied-To in G8:
@joncoopertweets
@catlady628
@realdonaldtrump
@wordswithsteph
@kayacolor
@abc
@maddowblog
@bobcesca_go
@brasilmagic
@bruceaheyman

Top Replied-To in G10:
@joycewhitevance
@realdonaldtrump
@jchaltiwanger
@msnbc
@nickadamsinusa
@hmeemaw
@cnn
@pikachuserena
@elienyc
@nbcnews

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@speakerpelosi
@devincow
@gop
@vp
@potus
@tomjchicago
@teampelosi
@repadamschiff
@foxandfriends

Top Mentioned in G1:
@realdonaldtrump
@realwayneroot
@speakerpelosi
@nato
@gop
@barackobama
@potus
@vp
@realdonaldtrfan
@sentoomey

Top Mentioned in G2:
@realdonaldtrump
@gop
@potus
@tomjchicago
@speakerpelosi
@teampelosi
@repadamschiff
@vp
@foxandfriends
@senategop

Top Mentioned in G3:
@thepartyoflibe1
@missivonne

Top Mentioned in G4:
@speakerpelosi
@devincow
@realdonaldtrump
@vp
@gop
@senschumer
@acosta
@secpompeo
@proudresister
@markwarner

Top Mentioned in G5:
@savetheturtles2
@speakerpelosi
@realdonaldtrump
@nato
@oliverbarry
@vanessaheard6
@joncoopertweets
@katieogrady4
@mbmk7

Top Mentioned in G6:
@realdonaldtrump
@vp
@eugenegu
@speakerpelosi
@lawrence
@robreiner
@pressecwonkyeye
@gop
@potus
@rephartzler

Top Mentioned in G7:
@vp
@laureldavilacpa
@meg_y12
@jersey_craig
@realdonaldtrump
@bissygumdrops
@old_osc
@trumpbabyus
@lululemew
@ivankatrump

Top Mentioned in G8:
@urocklive1
@pinewoodsdojo
@marilynt4
@starz_wayne
@kimmybeaa
@njterrie
@amoobrasil
@walpoc
@kgkathryn
@cynthiacoy8

Top Mentioned in G10:
@realdonaldtrump
@speakerpelosi
@msnbc
@thomaskaine5
@repjerrynadler
@adamschiff
@chrislhayes
@vp
@judicialwatch
@potus

Top Tweeters
Top Tweeters in Entire Graph:
@urbandictionary
@missb62
@oldlady12345
@alllibertynews
@bella623
@s9tmt
@cagney1991
@solutioneer72
@independent
@iwd12

Top Tweeters in G1:
@oldlady12345
@solutioneer72
@phillip92321
@talkintou
@serendipitysays
@b140tweet
@1loriking
@haroldwnelson
@theresamax
@only4rm

Top Tweeters in G2:
@bella623
@thepoliticalcat
@debilu2
@mite72
@politicalbee
@windmillcharger
@wildwillow65
@merri__magic
@mwforhr
@rene_gadecowboy

Top Tweeters in G3:
@epaulnet
@paulstewartii
@nahbabynah
@renenow
@phpress
@corinneam
@vivs1man
@heysyd
@socratic1
@2_synnceer4

Top Tweeters in G4:
@missb62
@sddphoto
@kak089
@padakitty
@eykis
@stockguy61
@marthalynneowe1
@79topper
@tshep42
@janet_yackle

Top Tweeters in G5:
@sherrilee7
@lechatnoire4
@homegypsy
@micjojd
@tinyboo49
@darrellwest1984
@barbaraward235
@suekhi
@penny_g
@masg66

Top Tweeters in G6:
@independent
@backstorymom1
@inspiteoftrump
@lovetogive2
@bmangh
@afaduln2
@dmataconis
@janiecestaton
@patta47cake
@jentromans

Top Tweeters in G7:
@dancas2
@lehimesa
@russelltim151
@yarosisnancy
@kenkircher1
@anthonybourque
@miss_placed_
@samhainnight
@girlzinger
@sar_oso

Top Tweeters in G8:
@bannerite
@cindy_52s
@graceslick77
@actdontreact
@awelab1956
@cberrl
@mstepczyk
@fol2009
@gumboqueen3030
@lllwry

Top Tweeters in G9:
@joej2020usa
@ambinc1
@brandonjlandry
@cathyspartanj
@eversfam
@whereisjustice0
@shirleyringuet5
@noraconnor89
@joepalojoe
@barefootgirl814

Top Tweeters in G10:
@rcrockett
@jilevin
@newyorker2212
@sandi_childs
@cherokeenative3
@pinchandscrimp
@jcmarbury
@rhonda_harbison
@eaglefeather43
@karolcummins