sc dem, Twitter, 2/25/2020 9:03:30 PM, 221906


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sc dem Twitter NodeXL SNA Map and Report for Tuesday, 25 February 2020 at 19:17 UTC
sc dem Twitter NodeXL SNA Map and Report for Tuesday, 25 February 2020 at 19:17 UTC
From:
marc_smith
Uploaded on:
February 25, 2020
Short Description:
sc dem via NodeXL http://bit.ly/390n2PG
@joebiden
@kasparov63
@dem_sc
@nisegrimm93
@stevekornacki
@jan_aurora
@berniesanders
@roach1ga
@harrisonjaime
@mayawiley

Top hashtags:
#mayorpete
#flipthesenateblue
#lapdoglindsey
#gailking
#nevadacaucus
#flick
#bernie2020

Description:
Description
The graph represents a network of 5,255 Twitter users whose recent tweets contained "sc dem", 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 Tuesday, 25 February 2020 at 19:22 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 13-minute period from Sunday, 16 February 2020 at 03:02 UTC to Tuesday, 25 February 2020 at 19:16 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 : 5360
Unique Edges : 8707
Edges With Duplicates : 7378
Total Edges : 16085
Number of Edge Types : 5
Replies to : 2412
Mentions : 7660
Tweet : 1220
MentionsInRetweet : 2281
Retweet : 2512
Self-Loops : 1236
Reciprocated Vertex Pair Ratio : 0.0571033602722246
Reciprocated Edge Ratio : 0.108037420782617
Connected Components : 517
Single-Vertex Connected Components : 192
Maximum Vertices in a Connected Component : 3810
Maximum Edges in a Connected Component : 12659
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.818326
Graph Density : 0.000346084004311341
Modularity : 0.565675
NodeXL Version : 1.0.1.424
Data Import : The graph represents a network of 5,255 Twitter users whose recent tweets contained "sc dem", 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 Tuesday, 25 February 2020 at 19:22 UTC.

The tweets in the network were tweeted over the 9-day, 16-hour, 13-minute period from Sunday, 16 February 2020 at 03:02 UTC to Tuesday, 25 February 2020 at 19:16 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 : sc dem
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[10] https://twitter.com/ppppolls/status/1232036531696799745
[6] http://www.msn.com/en-us/news/elections-2020/dnc-unveils-qualifications-for-last-democratic-debate-ahead-of-sc-primary/ar-BB102mwe?ocid=st2
[6] https://www.kicker.de/4589150/spielbericht/sv-sandhausen-1604/karlsruher-sc-6
[5] https://twitter.com/SteveKornacki/status/1230216839529144321
[5] https://operationchaos2020.com/
[5] https://www.publicpolicypolling.com/polls/tight-three-way-contest-in-north-carolina/
[4] https://uml.edu/polls
[4] https://www.breitbart.com/clips/2020/02/25/gop-sen-tim-scott-dem-candidates-in-trouble-if-they-do-not-take-on-sanders-in-sc-debate/
[4] https://www.newyorker.com/news/campaign-chronicles/the-party-raiders-of-south-carolina
[4] https://twitter.com/PpollingNumbers/status/1230128383637565444

Top URLs in Tweet in G1:
[2] https://www.postandcourier.com/politics/pete-buttigieg-rallies-with-sc-mcdonald-s-workers-slams-economy/article_af5913f2-5726-11ea-8fa6-7fc708596389.html
[2] https://thehill.com/homenews/campaign/483540-bloomberg-qualifies-for-south-carolina-primary-debate
[2] https://www.postandcourier.com/politics/donald-trump-says-he-will-travel-to-south-carolina-before/article_260bad86-5284-11ea-856f-738e938749ac.html
[2] https://www.politico.com/news/2020/02/23/clyburn-to-endorse-biden-south-carolina-116986
[1] https://www.brookings.edu/blog/fixgov/2020/02/24/where-did-the-south-carolina-primary-come-from/
[1] https://twitter.com/daryongeronimo/status/1231600752008859648
[1] https://twitter.com/berniesanders/status/1231021453270769664
[1] https://twitter.com/annafifield/status/1230091980224417793
[1] https://www.lgbtqnation.com/2020/02/gay-sanders-staffer-busted-running-anon-twitter-account-slurring-buttigieg-candidates/?fbclid=IwAR1bvqjnU9vGCNxB87BiVdAm-XtWvVQ5xgPSTJUmnrzekeNtg4U5ob_MLo8#.XlVPkN6oE_c.facebook
[1] https://thenevadaindependent.com/article/joe-bidens-campaign-unveils-its-first-ad-in-spanish-in-nevada

Top URLs in Tweet in G2:
[2] https://www.motherjones.com/politics/2020/02/jaime-harrison-lindsey-graham-senate-south-carolina/
[2] https://www.vox.com/2020/2/22/21148529/justice-sotomayor-supreme-court-wolf-cook-county-public-charge-thumb-on-scale
[2] https://www.theatlantic.com/ideas/archive/2020/02/hes-going-cheat/606643/
[2] https://www.krqe.com/news/albuquerque-metro/billboard-urges-public-to-rethink-restricting-abortion/
[2] https://twitter.com/objkshn/status/1196994421767589888?s=19
[2] https://www.youtube.com/watch?v=tFzb3sz2Vww&feature=youtu.be

[1] https://twitter.com/LindseyGrahamSC/status/1230613975290740736
[1] https://twitter.com/superheroesmom/status/1229527312128933890
[1] https://www.rollcall.com/2020/02/19/lindsey-graham-challenger-to-presidential-hopefuls-dont-forget-sc-after-primary/
[1] https://secure.actblue.com/donate/q1-2020-social?refcode=2.20

Top URLs in Tweet in G3:
[4] https://uml.edu/polls
[2] https://www.nbcnews.com/politics/meet-the-press/six-reasons-why-bernie-sanders-became-democratic-front-runner-n1142371
[2] https://www.uml.edu/docs/2020-SC-Primary-topline_tcm18-322374.pdf
[2] https://twitter.com/STabbytosavit/status/1232026885623672832
[1] https://twitter.com/AshleyKirzinger/status/1230222935782121473
[1] https://www.uml.edu/docs/2020-California-topline_tcm18-322536.pdf
[1] https://twitter.com/wsteaks/status/1229845775091404801
[1] https://www.washingtonpost.com/politics/2020/02/25/bidens-ridiculous-claim-he-was-arrested-trying-see-mandela/
[1] https://twitter.com/SteveKornacki/status/1230216839529144321
[1] https://www.nytimes.com/2020/02/24/us/politics/bernie-sanders-democratic-voters.html

Top URLs in Tweet in G4:
[1] https://twitter.com/415holgate/status/1228495993299058694
[1] https://www.newsweek.com/trump-running-crime-syndicate-out-west-wing-barr-his-consigliere-former-prosecutor-says-1487708?utm_term=Autofeed&utm_medium=Social&utm_source=Facebook&fbclid=IwAR09Pdx3YEoc1Kc1-lkozWmXXSWghpxLEWKKMPedQOaVkoITQuI3jT46Ttc#Echobox=1582017952
[1] https://www.washingtonpost.com/national-security/bernie-sanders-briefed-by-us-officials-that-russia-is-trying-to-help-his-presidential-campaign/2020/02/21/5ad396a6-54bd-11ea-929a-64efa7482a77_story.html

Top URLs in Tweet in G5:
[2] https://operationchaos2020.com/operation-chaos-2020/
[1] https://legalinsurrection.com/2020/02/operation-chaos-south-carolina-republicans-urge-voters-to-cast-dem-primary-vote-for-bernie/amp/?__twitter_impression=true
[1] https://legalinsurrection.com/2020/02/operation-chaos-south-carolina-republicans-urge-voters-to-cast-dem-primary-vote-for-bernie/
[1] https://www.postandcourier.com/politics/clyburn-insists-he-is-still-deciding-among-candidates-for-sc/article_545b8466-5687-11ea-bd94-5bb949c460dc.html
[1] http://www.msn.com/en-us/news/elections-2020/operation-chaos-republican-voters-aim-to-skew-sc-democratic-primary/ar-BBZFIk7?ocid=st2
[1] https://thehill.com/homenews/administration/483951-trump-to-hold-rally-in-south-carolina-on-eve-of-states-primary
[1] https://twitter.com/MingGao26/status/1232011521015808000
[1] https://twitter.com/BernieSanders/status/1231021453270769664
[1] https://twitter.com/keithedwards/status/1228824004871540738
[1] https://twitter.com/berniesanders/status/1231021453270769664

Top URLs in Tweet in G6:
[1] https://www.redstate.com/stu-in-sd/2020/02/19/house-majority-whip-james-clyburn-d-sc-is-as-delusional-as-any-democrat-in-congress/

Top URLs in Tweet in G7:
[5] http://www.msn.com/en-us/news/elections-2020/dnc-unveils-qualifications-for-last-democratic-debate-ahead-of-sc-primary/ar-BB102mwe?ocid=st2
[4] https://www.fussball-champions-league.com/bayern-muenchen-gegen-sc-paderborn-23-spieltag-fussball-bundesliga/
[2] https://www.politico.com/newsletters/playbook/2020/02/19/the-dem-ad-campaign-aimed-at-taking-down-bernie-488357
[2] https://operationchaos2020.com/
[2] https://www.kicker.de/4589150/spielbericht/sv-sandhausen-1604/karlsruher-sc-6
[2] https://www.wz.de/sport/fussball/fortuna-duesseldorf/fortuna-duesseldorf-nach-dem-2-0-beim-sc-freiburg-in-der-einzelkritik_aid-49126803?utm_medium=Social&utm_source=Twitter#Echobox=1582477874
[1] https://www.bordellinsider.com/?prm=rev&lg=de&sc=1&dp=1&py=19&pr=&ag=299&ts=direct&do=191&wm=4720
[1] http://www.hercules-zaandam.nl/113/28446/uitslagen/wedstrijd-details/?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/SethAbramson/status/1228851580000182272
[1] https://www.fupa.net/berichte/sc-union-nettetal-dem-abstieg-wieder-ein-stueck-naeher-2618603.html

Top URLs in Tweet in G8:
[1] https://twitter.com/AriMelber/status/1231626820883185664
[1] https://twitter.com/therecount/status/1232093748785549312
[1] http://www.msn.com/en-us/news/elections-2020/dnc-unveils-qualifications-for-last-democratic-debate-ahead-of-sc-primary/ar-BB102mwe?ocid=st2
[1] https://twitter.com/bardsbesidebars/status/1229775865950674944

Top URLs in Tweet in G9:
[1] https://www.greenvilleonline.com/story/news/2020/02/18/south-carolina-democratic-primary-presidential-voters-key/4649680002/

Top URLs in Tweet in G10:
[4] https://twitter.com/SteveKornacki/status/1230216839529144321
[2] https://operationchaos2020.com/
[1] https://trib.al/wuwbNdk
[1] https://trib.al/WJBL62j
[1] https://www.newyorker.com/news/campaign-chronicles/the-party-raiders-of-south-carolina
[1] https://www.businessinsider.com/tom-steyer-aides-caught-stealing-data-trying-buy-endorsements-iowa-2019-11
[1] https://www.washingtonpost.com/politics/trump-to-headline-a-580600-per-couple-fundraiser-the-most-expensive-of-his-reelection-bid/2020/02/13/144b75b2-4e7a-11ea-a4ab-9f389ce8ad30_story.html
[1] https://www.sun-sentinel.com/news/fl-xpm-1990-04-29-9001050627-story.html
[1] https://twitter.com/ava/status/1231305432603463681
[1] https://twitter.com/HowardA_Esq/status/1228471751409008641

Top Domains
Top Domains in Tweet in Entire Graph:
[367] twitter.com
[16] postandcourier.com
[13] youtube.com
[12] thehill.com
[12] msn.com
[12] politico.com
[10] washingtonpost.com
[9] cnn.com
[9] publicpolicypolling.com
[8] breitbart.com

Top Domains in Tweet in G1:
[51] twitter.com
[8] postandcourier.com
[5] thehill.com
[3] youtube.com
[3] cbsnews.com
[3] politico.com
[2] cnn.com
[2] trib.al
[2] washingtonpost.com
[1] brookings.edu

Top Domains in Tweet in G2:
[58] twitter.com
[2] motherjones.com
[2] vox.com
[2] theatlantic.com
[2] krqe.com
[2] newsweek.com
[2] thehill.com
[2] nytimes.com
[2] rawstory.com
[2] yahoo.com

Top Domains in Tweet in G3:
[15] twitter.com
[7] uml.edu
[2] nbcnews.com
[2] cnn.com
[1] washingtonpost.com
[1] nytimes.com
[1] usatoday.com
[1] cookpolitical.com
[1] thehill.com
[1] fivethirtyeight.com

Top Domains in Tweet in G4:
[1] twitter.com
[1] newsweek.com
[1] washingtonpost.com

Top Domains in Tweet in G5:
[6] twitter.com
[2] legalinsurrection.com
[2] operationchaos2020.com
[1] postandcourier.com
[1] msn.com
[1] thehill.com
[1] apple.news

Top Domains in Tweet in G6:
[1] redstate.com

Top Domains in Tweet in G7:
[37] twitter.com
[8] msn.com
[4] fussball-champions-league.com
[4] sportwetten-beratung.de
[3] iheart.com
[3] fussball24.de
[3] kicker.de
[3] fussball-addict.com
[3] wz.de
[2] politico.com

Top Domains in Tweet in G8:
[3] twitter.com
[1] msn.com

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

Top Domains in Tweet in G10:
[15] twitter.com
[2] trib.al
[2] operationchaos2020.com
[1] newyorker.com
[1] businessinsider.com
[1] washingtonpost.com
[1] sun-sentinel.com
[1] politico.com
[1] greenvilleonline.com
[1] postandcourier.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[139] mayorpete
[101] flipthesenateblue
[79] lapdoglindsey
[24] gailking
[18] nevadacaucus
[17] flick
[16] bernie2020
[15] demdebate
[13] medicareforall
[12] sc



Top Hashtags in Tweet in G1:
[11] nevadacaucus
[11] gotv
[7] sc2020
[7] firstinthesouth
[7] demdebate
[5] bernie2020
[3] scprimary
[3] notmeus
[3] joebiden
[3] neverbernie

Top Hashtags in Tweet in G2:
[98] flipthesenateblue
[79] lapdoglindsey
[8] flipthesenate
[5] votebluenomatterwho
[4] sendlindseyhome
[3] joebiden
[3] thanksobama
[3] presidentwarren
[3] daytona500
[2] theresistance

Top Hashtags in Tweet in G3:
[1] medicare4wall
[1] mayorpete
[1] scpol
[1] scgov

Top Hashtags in Tweet in G5:
[1] morningjoe
[1] breaking
[1] chuckmuth

Top Hashtags in Tweet in G6:
[1] votered2020

Top Hashtags in Tweet in G7:
[6] fußball
[5] bundesliga
[4] demdebate
[4] sc
[4] sportwetten
[4] nachrichten
[4] news
[3] bayern
[3] biden
[2] bernie2020

Top Hashtags in Tweet in G8:
[133] mayorpete
[1] berniesaunders
[1] bernie2020

Top Hashtags in Tweet in G9:
[2] mayorpete

Top Hashtags in Tweet in G10:
[9] stolen
[9] tomsteyer
[9] kamalaharris
[9] voter
[9] data
[4] sc
[3] operationchaos
[1] southcarolinaprimary
[1] votelikeblackwomen
[1] scprimary

Top Words
Top Words in Tweet in Entire Graph:
[9547] Words in Sentiment List#1: Positive
[6490] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[224555] Non-categorized Words
[240592] Total Words
[4788] sc
[2247] trump
[1955] primary
[1644] beat
[1595] bernie

Top Words in Tweet in G1:
[662] sc
[313] primary
[273] bernie
[206] biden
[201] vote
[198] joebiden
[165] black
[157] men
[156] article
[146] berniesanders

Top Words in Tweet in G2:
[420] sc
[321] trump
[219] harrisonjaime
[195] ky
[172] amp
[164] won
[163] points
[137] candidates
[126] senate
[118] az

Top Words in Tweet in G3:
[628] sanders
[476] sc
[372] biden
[291] klobuchar
[251] poll
[243] steyer
[239] buttigieg
[237] warren
[194] 23
[185] 18

Top Words in Tweet in G4:
[1488] beat
[1120] trump
[386] sc
[374] election
[373] change
[373] judges
[373] much
[372] worried
[372] climate
[372] abortion

Top Words in Tweet in G5:
[423] bernie
[240] vote
[230] sc
[226] primary
[209] republicans
[202] gop
[187] voters
[185] back
[180] here's
[180] thing

Top Words in Tweet in G6:
[216] trump
[196] employed
[176] see
[176] dems
[176] flood
[176] state
[176] sc
[176] before
[176] primary
[176] reminded

Top Words in Tweet in G7:
[204] sc
[55] primary
[49] amp
[48] bernie
[41] trump
[29] gegen
[28] sanders
[28] die
[27] debate
[27] biden

Top Words in Tweet in G8:
[143] sc
[136] primary
[135] voters
[134] black
[134] won
[133] #mayorpete
[133] longer
[133] frontrunner
[133] once
[133] hits

Top Words in Tweet in G9:
[236] nominee
[130] sc
[124] primary
[123] bernie
[119] sanders
[118] dear
[118] msnbc
[118] especially
[118] chris
[118] ari

Top Words in Tweet in G10:
[92] feb
[85] sc
[60] bernie
[49] day
[46] nv
[34] primary
[29] state
[27] vote
[26] supporters
[25] good

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1195] beat,trump
[605] sc,primary
[427] health,care
[398] south,carolina
[390] much,better
[387] kids,cages
[386] climate,change
[386] sc,judges
[385] gun,violence
[385] election,interference

Top Word Pairs in Tweet in G1:
[179] sc,primary
[79] #sc2020,#scprimary
[78] reporters,call
[78] call,women
[78] women,article
[78] article,article
[78] article,sc
[78] primary,quote
[78] quote,men
[78] men,sometimes

Top Word Pairs in Tweet in G2:
[158] trump,won
[108] sc,harrisonjaime
[107] ky,amymcgrathky
[106] harrisonjaime,az
[102] tx,mjhegar
[101] encourage,everyone
[101] everyone,donate
[101] donate,candidates
[101] #flipthesenateblue,tx
[101] mjhegar,ks

Top Word Pairs in Tweet in G3:
[170] poll,conducted
[138] warren,klobuchar
[128] biden,27
[125] nbc,marist
[125] steyer,15
[125] 15,buttigieg
[125] buttigieg,warren
[124] 18,21
[124] 27,sanders
[124] sanders,23

Top Word Pairs in Tweet in G4:
[1116] beat,trump
[372] worried,climate
[372] climate,change
[372] change,beat
[372] trump,abortion
[372] abortion,rights
[372] rights,beat
[372] trump,gun
[372] gun,violence
[372] violence,election

Top Word Pairs in Tweet in G5:
[188] vote,bernie
[181] primary,vote
[179] came,back
[179] back,sc
[179] gop,pushing
[179] south,carolina
[178] everybody,wondering
[178] wondering,gop
[178] pushing,bernie
[178] bernie,here's

Top Word Pairs in Tweet in G6:
[176] see,dems
[176] dems,flood
[176] flood,state
[176] state,sc
[176] sc,before
[176] before,primary
[176] primary,reminded
[176] reminded,president
[176] president,trump
[176] trump,done

Top Word Pairs in Tweet in G7:
[15] sc,primary
[15] super,tuesday
[11] sc,paderborn
[11] fc,bayern
[7] bayern,münchen
[7] sc,freiburg
[6] last,debate
[6] nv,sc
[6] south,carolina
[6] gegen,sc

Top Word Pairs in Tweet in G8:
[133] #mayorpete,longer
[133] longer,frontrunner
[133] frontrunner,once
[133] once,hits
[133] hits,predominantly
[133] predominantly,black
[133] black,voter
[133] voter,primary
[133] primary,sc
[133] sc,didn

Top Word Pairs in Tweet in G9:
[119] sc,primary
[118] dear,msnbc
[118] msnbc,especially
[118] especially,chris
[118] chris,ari
[118] ari,bernie
[118] bernie,sanders
[118] sanders,total
[118] total,delegates
[118] delegates,needed

Top Word Pairs in Tweet in G10:
[23] good,morning
[23] morning,nv
[23] nv,happy
[23] happy,day
[23] day,debate
[23] debate,desert
[23] desert,day
[23] day,raucous
[23] raucous,event
[23] event,paris

Top Replied-To
Top Replied-To in Entire Graph:
@harrisonjaime
@rebekahkfreitas
@girlsreallyrule
@joncoopertweets
@dem_sc
@jackfromboston
@newtonmarunner
@asantekotoko_sc
@tae97398209
@hilaryagro

Top Replied-To in G1:
@rebekahkfreitas
@tae97398209
@bspaniel91
@festivebeanie
@kylejt
@filmantopia
@alix_real
@shaunking
@lifttheeleft
@mkraju

Top Replied-To in G2:
@harrisonjaime
@joncoopertweets
@dem_sc
@amy_siskind
@mmpadellan
@resistersis20
@ivorythigpen
@dearauntcrabby
@strandjunker
@superheroesmom

Top Replied-To in G3:
@jackfromboston
@newtonmarunner
@magpiesc1972
@stevekornacki
@danny_funaro
@briantcairns
@jodygirlthatsme
@ilovecucks2
@jefffos
@gelliottmorris

Top Replied-To in G4:
@ag_due
@kfclinton3
@jonflan
@donna_spackman
@purplereign14
@khivequeenb
@musicaamazigh
@justagurlnswedn
@felesroo

Top Replied-To in G5:
@sallyalbright
@lenabenas21
@minggao26
@johnnymags
@adamjsmithga
@cjonescfi
@yashar
@rxsanity
@davidjollyfl
@thespybrief

Top Replied-To in G7:

Top Replied-To in G8:
@arimelber
@mayawiley
@pamchas2

Top Replied-To in G9:
@khwalz

Top Replied-To in G10:
@elder_jodi
@marcushjohnson
@william36203866
@politicalblond
@msnbc
@pattykazusa
@mobbosstrump
@spacecowgirl915
@httr_mimi
@yeahunoeme

Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@berniesanders
@harrisonjaime
@amymcgrathky
@tylermjones
@saragideon
@mjhegar
@hickenlooper
@barbarabollier
@greenfieldiowa

Top Mentioned in G1:
@joebiden
@berniesanders
@tylermjones
@petebuttigieg
@tomsteyer
@mikebloomberg
@bakari_sellers
@ewarren
@burb_beer_dude
@kashjackson2018

Top Mentioned in G2:
@harrisonjaime
@amymcgrathky
@saragideon
@mjhegar
@hickenlooper
@barbarabollier
@greenfieldiowa
@calfornc

Top Mentioned in G3:
@umasslowell
@winthropu
@siuc
@stpetepolls
@realclearnews
@paulmitche11
@stevekornacki
@antman502
@asymmetricinfo
@benshapiro

Top Mentioned in G4:
@musicaamazigh
@ag_due
@kfclinton3
@justagurlnswedn

Top Mentioned in G5:
@sallyalbright
@luckyluna07
@berniesanders
@amandionair
@sc_houseflips
@veeceemurphy76
@nuclearwessels
@thespybrief
@nickponticello
@lauferlaw

Top Mentioned in G7:
@fupaniederrhein

Top Mentioned in G8:
@dnc
@arimelber

Top Mentioned in G9:
@joebiden

Top Mentioned in G10:
@msnbc
@lawrence
@maddow
@ava
@thelastword
@joyannreid
@ca_dem
@ralstonreports
@spacecowgirl915
@johncusack

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@robinsnewswire
@dichristine
@solutioneer72
@cloudwanderer3
@mattmurph24
@freiewelteu
@cherokeesher2
@gottalaff
@complaymentdo

Top Tweeters in G1:
@robinsnewswire
@solutioneer72
@mattmurph24
@thehill
@netminnow
@only4rm
@tinamorphis
@ydanasmithdutra
@hockeyfangirl12
@roripierpont1

Top Tweeters in G2:
@cindy_52s
@darlene_edw
@tinyboo49
@dovewoman1
@rhonda_harbison
@pauldramone
@everyhumanknows
@debsomewhere
@thumppooh
@drdind

Top Tweeters in G3:
@cloudwanderer3
@threadreaderapp
@thereal_rebel
@bkindngood
@talkintou
@akuma_river
@gus_802
@roswellstalkfm
@theresamax
@sheiladecker19

Top Tweeters in G4:
@phillip92321
@argojournal
@joannecangal
@ungubunugu1274
@morgfair
@jsnyder555
@tempkt
@deepvard
@gyggy
@dazyjane410

Top Tweeters in G5:
@kenkircher1
@lovetogive2
@joni_looking
@79topper
@bistycsross
@jjj5819
@nancypeggy
@gregmroscoe
@joanisparkles
@slicknickshady

Top Tweeters in G6:
@jtblogs
@inabsentia9
@craybo23
@aliatra1968
@lonestartxmary
@dutyofapatriot
@pinkk9lover
@zeusfanhouse
@gcamp4
@tpdeod32

Top Tweeters in G7:
@freiewelteu
@chrisbrey1
@sweetnonnie
@domo_lxxxvi
@edwinajune
@gilmored85
@janesinsane
@kledys
@yfw_directory
@msn

Top Tweeters in G8:
@dichristine
@gottalaff
@russelltim151
@sylviaz1913
@antipandemonium
@teetweetshere
@grannynannynews
@bukiwilliams
@sallyagale
@damian_godden

Top Tweeters in G9:
@manmet80
@pushandpulljlm
@sukifrench
@bpizano67
@miamidecor
@chicagobernie
@lsfarmer311
@auntlulie
@nate_ready2go
@no2l

Top Tweeters in G10:
@amyayers16
@mstepczyk
@deemoney521
@purrmonsta
@riskalert
@steampelosi
@uspatriotdude90
@wtime90
@debshearer1
@news3lv


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