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SCOTUS_2017-03-19_23-02-30.xlsx
SCOTUS_2017-03-19_23-02-30.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 21, 2017
Short Description:
SCOTUS via NodeXL http://bit.ly/2ngpTPh
@georgetakei
@scotus
@indivisibleteam
@arimelber
@potus
@therealezway
@wildwestleft
@foxnews

Description:
Description
The graph represents a network of 5,220 Twitter users whose tweets in the requested range contained "SCOTUS", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 March 2017 at 06:04 UTC.

The requested start date was Monday, 20 March 2017 at 00:01 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 10-hour, 36-minute period from Sunday, 19 March 2017 at 13:23 UTC to Monday, 20 March 2017 at 00:00 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 : 5220
Unique Edges : 6309
Edges With Duplicates : 552
Total Edges : 6861
Self-Loops : 612
Reciprocated Vertex Pair Ratio : 0.00316561146284572
Reciprocated Edge Ratio : 0.00631124397940541
Connected Components : 497
Single-Vertex Connected Components : 259
Maximum Vertices in a Connected Component : 4189
Maximum Edges in a Connected Component : 5803
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.494858
Graph Density : 0.000221009441629061
Modularity : 0.764451
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[57] http://www.reuters.com/video/2017/03/15/warren-rallies-to-reject-gorsuch?videoId=371304635
[36] http://www.politico.com/story/2017/03/neil-gorsuch-confirmation-hearings-scotus-liberal-activists-democrats-236176
[34] https://medium.com/m/global-identity?redirectUrl=https://thinkprogress.org/democratic-senator-will-introduce-trumps-scotus-nominee-at-his-hearing-wtf-4518d2ed2bd4
[34] http://r.socialstudio.radian6.com/3376a905-08a2-402d-8821-e5ba95bb4c8a
[21] https://twitter.com/cspan/status/842815229016903680
[17] http://trib.al/sLNRokO
[17] https://www.instagram.com/p/BRzTVhSDt0Z/
[16] http://billmoyers.com/story/scotus-campaign-finance-rulings-distorted-us-democracy/
[15] http://www.huffingtonpost.com/entry/neil-gorsuch-students-with-disabilities_us_58c8bcfde4b09e52f5547b86?vu4sf6nvfwkjcbx1or
[13] http://thinkprogress.org/4518d2ed2bd4

Top URLs in Tweet in G1:
[2] https://twitter.com/ZephyrTeachout/status/843506142475182080
[1] http://trib.al/sLNRokO
[1] https://twitter.com/i/web/status/843552458639130627
[1] https://twitter.com/i/web/status/843525363942666240
[1] https://twitter.com/ejdionne/status/843510245100064768
[1] https://twitter.com/i/web/status/843483116882677760
[1] https://www.facebook.com/gordonkendall/posts/10211563446014189
[1] https://goo.gl/K3L14Z

Top URLs in Tweet in G2:
[20] https://twitter.com/cspan/status/842815229016903680
[6] http://blog.constitutioncenter.org/2017/03/on-this-day-you-have-a-right-to-an-attorney/
[3] http://shareblue.com/daughter-of-cancer-patient-gorsuch-ruled-against-my-mom-and-didnt-think-about-our-family/
[2] https://analysisanddiscourse.com/2017/03/17/revote-video-contest/
[2] http://podcast.c-span.org/podcast/ROSEN0317.mp3
[1] https://twitter.com/i/web/status/842815229016903680
[1] https://twitter.com/i/web/status/842736790490484736
[1] https://twitter.com/IMPL0RABLE/status/843576295229292544
[1] http://www.msnbc.com/am-joy/watch/neil-gorsuch-s-conservative-record-revealed-901577283885
[1] https://twitter.com/i/web/status/843516329172881408

Top URLs in Tweet in G3:
[4] http://immigrationpause.org/
[3] https://twitter.com/barbiesewandsew/status/843530686493528065
[3] https://twitter.com/wwdnet2/status/843495666366275584
[2] https://www.conservativereview.com/commentary/2017/01/who-is-neil-gorsuch-10-things-you-need-to-know-about-trumps-supreme-court-nominee?utm_content=buffer18d21&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://mobile.nytimes.com/2017/03/18/us/politics/neil-gorsuch-supreme-court-trump.html?rref=collection%2Fbyline%2Fadam-liptak&action=click&contentCollection=undefined®ion=stream&module=stream_unit&version=latest&contentPlacement=1&pgtype=collection&referer=https://www.nytimes.com/by/adam-liptak
[2] http://www.reuters.com/article/us-usa-court-trump-idUSKBN15F1OW
[1] https://twitter.com/i/web/status/843532105355288577
[1] https://twitter.com/i/web/status/843477834664312832
[1] http://www.washingtonpost.com/powerpost/trump-and-republicans-face-a-fresh-test-to-shape-supreme-court-assert-their-power-with-gorsuch-hearings/2017/03/18/f52997fe-0b15-11e7-a15f-a58d4a988474_story.html?tid=ss_tw
[1] https://twitter.com/i/web/status/842375326537797633

Top URLs in Tweet in G4:
[53] http://www.reuters.com/video/2017/03/15/warren-rallies-to-reject-gorsuch?videoId=371304635
[4] https://www.gop.com/stand-with-supreme-court-nominee/?utm_campaign=GOP_administration_stand-with-supreme-court-nominee&utm_source=Twitter&utm_medium=social
[4] http://www.huffingtonpost.com/entry/neil-gorsuch-is-a-charming-man-but-steve-bannons_us_58ce7b41e4b0e0d348b3447f
[3] http://www.politico.com/story/2017/03/neil-gorsuch-confirmation-hearings-scotus-liberal-activists-democrats-236176
[3] https://medium.com/m/global-identity?redirectUrl=https://thinkprogress.org/democratic-senator-will-introduce-trumps-scotus-nominee-at-his-hearing-wtf-4518d2ed2bd4
[2] http://missoulian.com/news/opinion/columnists/online-only-opinion-trump-s-scotus-nominee-no-friend-to/article_07292e85-3db9-513b-9c39-8b8e8f2168d3.html
[2] http://arsquared.org/dems-continue-to-break-from-schumer-scotus-obstruction-strategy/
[2] https://www.washingtonpost.com/news/volokh-conspiracy/wp/2017/03/13/judge-gorsuch-attracts-broad-bipartisan-support-among-legal-elites/?utm_term=.c75250b9ce29
[2] https://twitter.com/AndyWalker411?protected_redirect=true
[2] https://www.markey.senate.gov/news/press-releases/markey-murray-merkley-advocates-raise-serious-concerns-about-scotus-nominee-judge-gorsuchs-anti-worker-pro-corporate-record-

Top URLs in Tweet in G5:
[9] http://news.magafans.us/CuG
[8] http://www.huffingtonpost.com/entry/neil-gorsuch-students-with-disabilities_us_58c8bcfde4b09e52f5547b86?vu4sf6nvfwkjcbx1or
[5] http://www.politico.com/story/2017/03/neil-gorsuch-confirmation-hearings-scotus-liberal-activists-democrats-236176
[3] https://medium.com/m/global-identity?redirectUrl=https://thinkprogress.org/democratic-senator-will-introduce-trumps-scotus-nominee-at-his-hearing-wtf-4518d2ed2bd4
[3] http://dailycaller.com/2017/03/19/scotus-will-decide-when-government-can-stop-you-from-selling-land/
[3] http://dailycaller.com/2017/03/19/scotus-will-decide-when-government-can-stop-you-from-selling-land/?utm_source=dlvr.it&utm_medium=twitter
[2] http://www.foxnews.com/politics/2017/03/18/dems-struggle-to-stir-up-energetic-opposition-to-gorsuch.html
[2] https://wonkette.com/614390/deleted-comments-the-canadian-scotus-will-surely-hear-of-this-outrage?utm_source=dlvr.it&utm_medium=twitter
[2] http://www.angrypatriotmovement.com/scotus-justice-warning/?utm_source=dlvr.it&utm_medium=twitter
[2] http://blogs.findlaw.com/supreme_court/2017/03/what-to-read-before-gorsuchs-nomination-hearings.html?DCMP=CCX-TWLP

Top URLs in Tweet in G6:
[11] http://r.socialstudio.radian6.com/74f4e90c-ac47-4c18-b289-664622286abf
[6] https://twitter.com/foxnews/status/843532115497095168
[3] http://www.afj.org/our-work/issues/supreme-court/nomination
[2] http://r.socialstudio.radian6.com/ad81e984-cd23-4a69-bb84-ccc4efbbb63c
[1] https://twitter.com/i/web/status/843584116004081664
[1] https://twitter.com/i/web/status/843186494357495810
[1] https://twitter.com/i/web/status/843507864757063680
[1] https://twitter.com/i/web/status/843251929195122688
[1] https://twitter.com/i/web/status/843431871576858624
[1] https://twitter.com/i/web/status/843245216203182080

Top URLs in Tweet in G7:
[17] https://www.instagram.com/p/BRzTVhSDt0Z/
[9] http://nation.foxnews.com/2017/03/19/showdown-over-gorsuch-evangelicals-dont-get-distracted-its-still-all-about-supreme-court
[7] http://nation.foxnews.com/2017/03/19/gorsuch-confirmation-fight-begin-no-energetic-opposition-dems
[3] https://twitter.com/mariabartiromo/status/843216294782668807
[1] https://twitter.com/i/web/status/843276914420858881
[1] https://twitter.com/i/web/status/843231304736956416
[1] http://www.foxnews.com/politics/2017/03/18/dems-struggle-to-stir-up-energetic-opposition-to-gorsuch.html
[1] https://twitter.com/mariabartiromo/status/843462781500358656
[1] https://twitter.com/i/web/status/843454399678746624

Top URLs in Tweet in G8:
[2] https://lawyerscommittee.org/wp-content/uploads/2017/03/Gorsuch-Report_Final.pdf
[1] https://twitter.com/i/web/status/843591568086900736
[1] https://twitter.com/i/web/status/843468407412482048

Top URLs in Tweet in G9:
[6] http://www.revote.info/
[3] https://twitter.com/Tkay116/status/843487836447883264
[2] http://missoulian.com/news/opinion/columnists/online-only-opinion-trump-s-scotus-nominee-no-friend-to/article_07292e85-3db9-513b-9c39-8b8e8f2168d3.html?utm_medium=social&utm_source=twitter&utm_campaign=user-share
[1] https://twitter.com/i/web/status/843542657657966592
[1] https://twitter.com/i/web/status/843198844619886592
[1] http://www.huffingtonpost.com/entry/neil-gorsuch-students-with-disabilities_us_58c8bcfde4b09e52f5547b86?ncid=engmodushpmg00000004
[1] http://www.cnn.com/2017/03/16/politics/gorsuch-ad-spending-democrats/index.html
[1] https://twitter.com/georgetakei/status/843441791823237121
[1] http://www.huffingtonpost.com/entry/neil-gorsuch-students-with-disabilities_us_58c8bcfde4b09e52f5547b86?vu4sf6nvfwkjcbx1or&
[1] https://twitter.com/i/web/status/843537030000922624

Top Domains
Top Domains in Tweet in Entire Graph:
[417] twitter.com
[62] reuters.com
[49] radian6.com
[43] politico.com
[34] medium.com
[25] huffingtonpost.com
[23] foxnews.com
[20] trib.al
[20] instagram.com
[17] billmoyers.com

Top Domains in Tweet in G1:
[6] twitter.com
[1] trib.al
[1] facebook.com
[1] goo.gl

Top Domains in Tweet in G2:
[58] twitter.com
[6] constitutioncenter.org
[3] c-span.org
[3] shareblue.com
[2] huffingtonpost.com
[2] naacpldf.org
[2] analysisanddiscourse.com
[1] msnbc.com
[1] reuters.com
[1] thenation.com

Top Domains in Tweet in G3:
[31] twitter.com
[4] reuters.com
[4] immigrationpause.org
[2] conservativereview.com
[2] nytimes.com
[1] washingtonpost.com
[1] time.com
[1] whitehouse.gov
[1] rollcall.com
[1] mtstandard.com

Top Domains in Tweet in G4:
[53] reuters.com
[45] twitter.com
[11] credoaction.com
[4] gop.com
[4] huffingtonpost.com
[3] politico.com
[3] medium.com
[2] missoulian.com
[2] arsquared.org
[2] washingtonpost.com

Top Domains in Tweet in G5:
[83] twitter.com
[10] huffingtonpost.com
[9] magafans.us
[8] politico.com
[7] dailycaller.com
[4] inquisitr.com
[3] foxnews.com
[3] reuters.com
[3] bing.com
[3] voiceoftheelectorate.net

Top Domains in Tweet in G6:
[13] twitter.com
[13] radian6.com
[3] afj.org
[1] reuters.com
[1] thenation.com
[1] cnbc.com

Top Domains in Tweet in G7:
[17] instagram.com
[17] foxnews.com
[7] twitter.com

Top Domains in Tweet in G8:
[2] twitter.com
[2] lawyerscommittee.org

Top Domains in Tweet in G9:
[9] twitter.com
[6] revote.info
[2] missoulian.com
[2] huffingtonpost.com
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1263] scotus
[238] trumprussia
[206] gorsuch
[168] supremelyextreme
[145] neilgorsuch
[122] amjoy
[103] confirmgorsuch
[102] thepoint
[93] stopgorsuch
[57] pjnet



Top Hashtags in Tweet in G1:
[4] scotus
[3] supremelyextreme
[2] thestolenjustice
[2] gorsuch
[2] garland
[1] garlandnotgorsuch
[1] donthecon

Top Hashtags in Tweet in G2:
[373] scotus
[88] thepoint
[73] amjoy
[44] gorsuch
[42] neilgorsuch
[26] civilrights
[21] revote2017
[20] scotusnominee
[19] resist
[19] sundaymorning

Top Hashtags in Tweet in G3:
[176] scotus
[50] neilgorsuch
[47] congressdoyourjob
[20] gorsuch
[17] equalrights
[9] trump
[6] confirmgorsuch
[5] merrickgarland
[5] maga
[4] roalddahl

Top Hashtags in Tweet in G4:
[226] scotus
[67] stopgorsuch
[55] pjnet
[31] gorsuch
[29] confirmgorsuch
[18] trump
[15] trumprussia
[10] weobject
[9] scotusnominee
[8] amjoy

Top Hashtags in Tweet in G5:
[79] scotus
[14] gorsuch
[9] trump
[7] potus
[7] stopgorsuch
[6] tcot
[5] neilgorsuch
[5] democrats
[4] resistance
[4] obama

Top Hashtags in Tweet in G6:
[149] supremelyextreme
[9] scotus
[4] theresistance
[3] stopgorsuch
[2] votersuppression

Top Hashtags in Tweet in G7:
[47] scotus
[3] wiretapping
[2] neilgorsuch
[2] tatiana
[2] confirmgorsuch
[1] iwdtts
[1] florida

Top Hashtags in Tweet in G8:
[166] trumprussia
[13] civilrights
[3] scotus
[2] amjoy
[1] neilgorsuch

Top Hashtags in Tweet in G9:
[8] waituntilnextyear
[6] trumprussia
[5] scotus
[3] stopgorsuch
[3] amjoy
[3] cnn
[2] supremelyextreme
[2] mtpol
[2] msnbc
[2] foxnews

Top Hashtags in Tweet in G10:
[2] scotus
[1] amjoy
[1] withdraw
[1] neilgorsuch
[1] trumprussia

Top Words
Top Words in Tweet in Entire Graph:
[1736] Words in Sentiment List#1: Positive
[1701] Words in Sentiment List#2: Negative
[74] Words in Sentiment List#3: Angry/Violent
[101613] Non-categorized Words
[105052] Total Words
[5490] scotus
[2001] hearing
[1875] democrats
[1838] justice
[1822] vote

Top Words in Tweet in G1:
[1637] scotus
[1626] georgetakei
[1622] garland
[1621] until
[1621] vote
[1620] resist
[1619] democrats
[1619] justice
[1619] hearing
[1618] seating

Top Words in Tweet in G2:
[567] scotus
[222] arimelber
[156] nominee
[148] gorsuch
[143] report
[123] special
[118] s
[114] amjoyshow
[106] msnbc
[101] tomorrow

Top Words in Tweet in G3:
[363] scotus
[218] seat
[91] girlsreallyrule
[89] gorsuch
[81] democrats
[77] bradcrain
[72] stolen
[71] everything
[71] preserve
[71] preserving

Top Words in Tweet in G4:
[360] scotus
[205] gorsuch
[101] nominee
[97] neil
[67] stopgorsuch
[66] oppose
[66] mt
[63] senatedems
[63] trump
[60] call

Top Words in Tweet in G5:
[253] scotus
[67] gorsuch
[33] nominee
[22] hearings
[22] stop
[22] government
[21] trump
[21] pick
[21] decide
[20] selling

Top Words in Tweet in G6:
[250] scotus
[202] here
[194] indivisibleteam
[171] gorsuch
[158] neil
[155] trump
[155] pick
[150] s
[150] call
[149] combat

Top Words in Tweet in G7:
[175] scotus
[141] gorsuch
[116] foxnews
[116] nominee
[109] confirmation
[100] first
[99] news
[99] alert
[99] round
[99] hearings

Top Words in Tweet in G8:
[361] scotus
[166] hearings
[166] begin
[166] monday
[166] retweet
[166] demand
[166] independent
[166] investigation
[166] trumprussia
[166] before

Top Words in Tweet in G9:
[197] real
[185] scotus
[124] hearings
[113] adamparkhomenko
[103] news
[103] monday
[97] reminder
[97] begin
[20] gorsuch
[19] working

Top Words in Tweet in G10:
[110] rule
[93] scotus
[60] rmasher2
[55] invent
[55] biden
[55] call
[55] upon
[55] nixon
[55] potus
[55] make

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1742] merrick,garland
[1738] scotus,justice
[1711] garland,hearing
[1711] hearing,vote
[1706] democrats,resist
[1706] resist,seating
[1706] seating,scotus
[1706] justice,until
[1706] until,grant
[1705] grant,merrick

Top Word Pairs in Tweet in G1:
[1619] scotus,justice
[1618] democrats,resist
[1618] resist,seating
[1618] seating,scotus
[1618] justice,until
[1618] until,grant
[1617] georgetakei,democrats
[1617] grant,merrick
[1617] merrick,garland
[1617] garland,hearing

Top Word Pairs in Tweet in G2:
[115] scotus,nominee
[91] special,report
[68] arimelber,anchors
[68] anchors,special
[67] neil,gorsuch
[65] s,stake
[65] scotus,clash
[64] stake,arimelber
[52] confirmation,hearings
[48] msnbc,s

Top Word Pairs in Tweet in G3:
[75] scotus,seat
[71] seat,stolen
[71] stolen,seat
[71] seat,democrats
[71] democrats,everything
[71] everything,preserve
[71] preserve,seat
[71] seat,preserving
[71] preserving,america's
[70] girlsreallyrule,scotus

Top Word Pairs in Tweet in G4:
[94] neil,gorsuch
[93] scotus,nominee
[65] nominee,neil
[53] watch,senwarren's
[53] senwarren's,passionate
[53] passionate,call
[53] call,urging
[53] urging,colleagues
[53] colleagues,oppose
[53] oppose,scotus

Top Word Pairs in Tweet in G5:
[28] scotus,nominee
[21] scotus,decide
[21] decide,government
[21] government,stop
[20] stop,selling
[20] selling,land
[18] scotus,pick
[17] neil,gorsuch
[11] trump's,scotus
[10] gorsuch,scotus

Top Word Pairs in Tweet in G6:
[158] neil,gorsuch
[155] scotus,pick
[149] combat,trump
[149] trump,s
[149] s,supremelyextreme
[149] supremelyextreme,scotus
[149] pick,neil
[149] gorsuch,fact
[149] fact,sheets
[149] sheets,sample

Top Word Pairs in Tweet in G7:
[116] scotus,nominee
[99] news,alert
[99] alert,first
[99] first,round
[99] round,confirmation
[99] confirmation,hearings
[99] hearings,tomorrow
[99] tomorrow,scotus
[99] nominee,gorsuch
[97] foxnews,news

Top Word Pairs in Tweet in G8:
[166] scotus,hearings
[166] hearings,begin
[166] begin,monday
[166] monday,retweet
[166] retweet,demand
[166] demand,independent
[166] independent,investigation
[166] investigation,trumprussia
[166] trumprussia,before
[166] before,scotus

Top Word Pairs in Tweet in G9:
[114] scotus,hearings
[97] real,news
[97] news,real
[97] real,reminder
[97] reminder,scotus
[97] hearings,begin
[97] begin,monday
[96] adamparkhomenko,real
[16] senatedems,staff
[16] staff,team

Top Word Pairs in Tweet in G10:
[55] invent,biden
[55] biden,rule
[55] rule,call
[55] call,upon
[55] upon,nixon
[55] nixon,rule
[55] rule,potus
[55] potus,make
[55] make,scotus
[55] scotus,nomination

Top Replied-To
Top Replied-To in Entire Graph:
@arimelber
@scotus
@foxnews
@amjoyshow
@senschumer
@msnbc
@georgetakei
@senfeinstein
@realdonaldtrump
@senatedems

Top Replied-To in G1:
@georgetakei
@garrett_wollman

Top Replied-To in G2:
@arimelber
@msnbc
@amjoyshow
@kaybaileyhutch
@abc
@ltgins
@russfeingold
@cbsnews
@senategop
@repadamschiff

Top Replied-To in G3:
@scotus
@realdonaldtrump
@fbi
@fightnowamerica
@sddickerson
@potus
@bizerbizer
@amandam83604696
@citizenkays
@zakwhgov

Top Replied-To in G4:
@senschumer
@senfeinstein
@senatedems
@nancypelosi
@sensanders
@chuckschumer
@usaredorchestra
@timkaine
@amjoyshow
@gorsuchfacts

Top Replied-To in G5:
@gglightbulb

Top Replied-To in G6:
@alyssa_milano

Top Replied-To in G7:
@foxnews
@judgejeanine
@prestidgjerry
@rickyvaughnx1
@pnehlen
@anomaly1
@brjimc
@thepopeinrome
@mjgranger1
@mhdude1mhdude1

Top Replied-To in G9:
@amy_siskind
@funder
@adamparkhomenko
@christoq
@senfeinstein
@amjoyshow
@northwind1ndn
@leftyjennyc
@revotecoalition

Top Replied-To in G10:
@angstipated

Top Mentioned
Top Mentioned in Entire Graph:
@georgetakei
@indivisibleteam
@arimelber
@therealezway
@scotus
@amjoyshow
@adamparkhomenko
@foxnews
@girlsreallyrule
@msnbc

Top Mentioned in G1:
@georgetakei
@indivisibleteam
@jaxdeedee
@politico
@rabidbadger
@russdibello
@dollymeieran
@indivisibleva05

Top Mentioned in G2:
@arimelber
@amjoyshow
@msnbc
@sifill_ldf
@naacp_ldf
@joyannreid
@cspan
@coton_luver
@mmpadellan
@georgetakei

Top Mentioned in G3:
@scotus
@girlsreallyrule
@bradcrain
@potus
@carrieksada
@realdonaldtrump
@naacp
@georgetakei
@cia
@secretservice

Top Mentioned in G4:
@senwarren
@senatedems
@ppact
@senschumer
@senfeinstein
@jstines3
@thedemocrats
@gop
@wifamilyaction
@naral

Top Mentioned in G5:
@findlawlp
@spryguy
@twtepa
@impacttap
@pauldouglashale
@flfortrump16
@leonhardtmindy

Top Mentioned in G6:
@indivisibleteam
@trumpdefined
@sierraclub
@kristenclarkejd
@georgetakei
@dnc
@naacp_ldf
@ppact
@senwarren
@stollmeyereu

Top Mentioned in G7:
@foxnews
@senorrinhatch
@foxnation
@anncoulter
@sundayfutures
@trumpcatholics
@rickyvaughnx1
@teapartynevada
@mariabartiromo
@potus

Top Mentioned in G8:
@therealezway
@georgetakei
@lawyerscomm
@naral
@amjoyshow
@sifill_ldf
@joyannreid
@antigopactivist

Top Mentioned in G9:
@adamparkhomenko
@senatedems
@susiemadrak
@georgetakei
@drtommartinphd
@keep2020alive
@teddyschleifer
@deanbarker
@dailykos
@indivisibleteam

Top Mentioned in G10:
@rmasher2
@sallyalbright
@maddyjrbrown
@georgetakei
@amjoyshow
@sifill_ldf
@joyannreid
@eviljohna
@davytweetsalot
@therealezway

Top Tweeters
Top Tweeters in Entire Graph:
@faridabadtutor
@all_trends_it
@robinsnewswire
@tomwellborn
@marcylauren
@phildecarolis
@hrblock_21
@gerfingerpoken2
@jim_peoples_
@narrendram

Top Tweeters in G1:
@robinsnewswire
@marcylauren
@lindaleeking
@catawu
@wary12
@kak089
@manmet80
@lechatnoire4
@paxnostrum
@mtmarilyn2

Top Tweeters in G2:
@tomwellborn
@phildecarolis
@cherokeesher2
@robinmcouch
@davemasters
@solutioneer72
@zoomarang
@bulldoghill
@samy45
@noholidayforgop

Top Tweeters in G3:
@dmashak
@riwired
@reeceecup
@sergehalytsky
@singerman2000
@stopmariagehomo
@nonaumariagegay
@omachatter1234
@chriscoon4
@tkdmike

Top Tweeters in G4:
@jim_peoples_
@jstines3
@adbridgeforth
@actdontreact
@sunbeltgirl
@amycrocker76amy
@smartvalueblog
@peacepox
@bostonglobe
@appsame

Top Tweeters in G5:
@faridabadtutor
@all_trends_it
@narrendram
@tdbeadles
@lavenderblue27
@conservatexian
@aussietorres
@cagsil
@joe_america1776
@stanleycohenlaw

Top Tweeters in G6:
@drocktrot
@rolandsmartin
@debi129
@antipandemonium
@chompie97
@curran_marlene
@ineeshadvs
@inky_mark
@adventurawaits1
@theresaschroe14

Top Tweeters in G7:
@hrblock_21
@missyjom
@mjgranger1
@foxnews
@twright55
@orlandoandresm4
@dylanesque2604
@nneusj
@humbertozamorar
@panorama24h

Top Tweeters in G8:
@gespenstone78
@kellylmckevitt
@carlamoulton3
@dawnarickelz
@roberta1836
@craftyme25
@79topper
@msochubbard
@thebaddestnuna
@therealezway

Top Tweeters in G9:
@tam_resist
@briangr72327841
@wise_diva
@socallls
@riseupabove
@575haiku
@begiiigiles
@seabiscuitaal
@renenowb
@franield

Top Tweeters in G10:
@latikia
@kerirn
@benstancliff
@mlczone
@menjicm
@clarksonchuck
@lavernewright13
@jillsey11
@sallyalbright
@knudsencolleen