"@amyklobuchar", Twitter, 2/12/2020 5:50:06 PM, 221020


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"@amyklobuchar" Twitter NodeXL SNA Map and Report for Wednesday, 12 February 2020 at 14:46 UTC
"@amyklobuchar" Twitter NodeXL SNA Map and Report for Wednesday, 12 February 2020 at 14:46 UTC
From:
Michael__Lieberman
Uploaded on:
February 12, 2020
Short Description:
"@amyklobuchar" via NodeXL http://bit.ly/39vo468
@amyklobuchar
@petebuttigieg
@berniesanders
@googleexpertuk
@professorwentz
@tmcluer2
@ewarren
@tennisladybarb
@adamsconsulting
@thepeopleshubun

Top hashtags:
#newhampshireprimary
#nhprimary
#amyklobuchar

Description:
Description
The graph represents a network of 5,308 Twitter users whose recent tweets contained ""@amyklobuchar"", 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, 12 February 2020 at 14:47 UTC.

The tweets in the network were tweeted over the 2-hour, 4-minute period from Wednesday, 12 February 2020 at 12:42 UTC to Wednesday, 12 February 2020 at 14:46 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 : 5308
Unique Edges : 11360
Edges With Duplicates : 7085
Total Edges : 18445
Self-Loops : 25
Reciprocated Vertex Pair Ratio : 0.0115979381443299
Reciprocated Edge Ratio : 0.0229299363057325
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 5308
Maximum Edges in a Connected Component : 18445
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.441498
Graph Density : 0.000473738386220926
Modularity : 0.417878
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 5,308 Twitter users whose recent tweets contained ""@amyklobuchar"", 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, 12 February 2020 at 14:47 UTC.

The tweets in the network were tweeted over the 2-hour, 4-minute period from Wednesday, 12 February 2020 at 12:42 UTC to Wednesday, 12 February 2020 at 14:46 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 : "@amyklobuchar"
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:
[12] https://thepeopleshub.org
[9] https://twitter.com/WalkerBragman/status/1227486350733172738
[9] https://twitter.com/amyklobuchar/status/1227450866170552321
[4] https://twitter.com/walkerbragman/status/1227486350733172738
[4] https://twitter.com/amy_siskind/status/1227580523486351360
[4] https://twitter.com/jbuoen/status/1227453626160951297
[4] https://twitter.com/amyklobuchar/status/1227463293624889346
[4] https://twitter.com/thesavionwright/status/1227433784515145729?s=20
[3] https://boston.cbslocal.com/2020/02/09/new-hampshire-primary-tracking-poll-bernie-sanders-pete-buttigieg-amy-klobuchar-momentum/
[3] https://www.cnn.com/2020/02/12/politics/amy-klobuchar-momentum/index.html

Top URLs in Tweet in G1:
[9] https://twitter.com/amyklobuchar/status/1227450866170552321
[7] https://twitter.com/WalkerBragman/status/1227486350733172738
[4] https://twitter.com/walkerbragman/status/1227486350733172738
[4] https://twitter.com/amy_siskind/status/1227580523486351360
[3] https://boston.cbslocal.com/2020/02/09/new-hampshire-primary-tracking-poll-bernie-sanders-pete-buttigieg-amy-klobuchar-momentum/
[3] https://www.cnn.com/2020/02/12/politics/amy-klobuchar-momentum/index.html
[3] https://twitter.com/ProudResister/status/1227408312511057920?s=20
[2] http://amyklobuchar.com/donate
[2] https://twitter.com/MarkJWestpfahl/status/1227060646040231938
[2] http://jacobforliberty.com

Top URLs in Tweet in G2:
[2] https://www.foxnews.com/media/mcenany-new-hampshire-amy-klobuchar-bloomberg-pipe-dream
[2] https://twitter.com/TeamTrump/status/1225219695940427776?s=19
[2] https://twitter.com/luciusringwald/status/1227490245681336320?s=19
[2] https://twitter.com/MonsterGooder/status/1226253319124832256
[1] https://www.politico.com/news/2020/01/13/who-will-win-new-hampshire-097301
[1] https://twitter.com/NBCNews/status/1227552465672982528
[1] https://www.nbcnews.com/politics/justice-department/barr-takes-control-legal-matters-interest-trump-including-stone-sentencing-n1135231?cid=sm_npd_nn_tw_ma
[1] https://twitter.com/xeni/status/1227595246332039170
[1] https://apnews.com/115076e2bd194cfa7560cb4642ab8038
[1] https://twitter.com/shaunking/status/1227423260893175810

Top URLs in Tweet in G3:
[2] https://www.forbes.com/sites/michelatindera/2019/12/18/here-are-the-billionaires-backing-amy-klobuchars-presidential-campaign/#73ad9e409cd7
[2] https://twitter.com/reuters/status/1227450582430093314
[1] https://twitter.com/smerconish/status/1227440824570564612
[1] https://twitter.com/ap/status/1227453296379650049
[1] https://www.newsweek.com/bernie-sanders-leads-all-democratic-candidates-support-non-white-voters-new-polls-show-1486807
[1] https://projects.fivethirtyeight.com/2020-primary-forecast/
[1] https://twitter.com/JoeFreedomLove/status/1227602586687004673
[1] https://twitter.com/jrubinblogger/status/1227449408633090052
[1] https://www.thenation.com/article/politics/bernie-sanders-wins-new-hampshire/?nc=1
[1] https://www.breitbart.com/radio/2020/01/29/peter-schweizer-amy-klobuchar-ponzi-donor/

Top URLs in Tweet in G4:
[12] https://thepeopleshub.org
[1] https://www.unwomen.org/en/digital-library/multimedia/2017/7/infographic-spotlight-on-sdg-5
[1] https://nacla.org/news/2017/04/28/nicaragua-failure-address-violence-against-women
[1] https://link.medium.com/katU1pqKQZ
[1] http://AdaTheShow.com
[1] https://morningstaronline.co.uk/article/womens-liberation-bursts-back-scene-0#.Xjh465OJRWU.twitter
[1] https://twitter.com/Zebra_carol/status/1225081729934856195

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=pDQqD9CkHz4

[2] https://thehill.com/campaign-issues/480611-minneapolis-naacp-black-lives-matter-call-on-klobuchar-to-suspend-campaign
[1] https://twitter.com/IhsanAlgarnawi/status/1227470897105293314
[1] https://abcnews.go.com/Politics/surging-polls-klobuchar-trump-put-voters-shoes/story?id=68850075
[1] https://twitter.com/cenkuygur/status/1227469304284827648
[1] https://twitter.com/theyoungturks/status/1227460031458742273
[1] https://twitter.com/jbuoen/status/1227453626160951297
[1] https://twitter.com/WalkerBragman/status/1227486350733172738

Top URLs in Tweet in G6:
[2] https://amyklobuchar.com/amys-story/
[2] http://www.startribune.com/who-is-amy-klobuchar/505661612/
[1] https://www.google.com/amp/s/www.nytimes.com/2019/02/22/us/politics/amy-klobuchar-staff.amp.html

Top URLs in Tweet in G7:
[1] https://twitter.com/MinnesotaMiners/status/1227593761829552131
[1] https://twitter.com/MinnesotaMiners/status/1227594247584518144
[1] https://www.yahoo.com/news/riding-wave-of-momentum-klobuchars-lands-in-third-place-in-new-hampshire-primary-033324844.html
[1] https://www.youtube.com/watch?v=QkHqCEu9ogs

[1] https://twitter.com/nytimes/status/1227482503788793857
[1] https://twitter.com/subyroy/status/1227584717047754752
[1] https://twitter.com/subyroy/status/1227571764810534918
[1] https://twitter.com/subyroy/status/1093728793326510081
[1] https://amp.theatlantic.com/amp/article/584104/
[1] https://connectingvets.radio.com/articles/trump-signs-stem-bill-for-veterans

Top URLs in Tweet in G8:
[2] https://twitter.com/oneunderscore__/status/1227272197871407104
[1] https://twitter.com/gretathunberg/status/1227304495501250563
[1] https://twitter.com/billkristol/status/1227403611946221569
[1] https://twitter.com/johnbrennan/status/1227377763910328320
[1] https://twitter.com/deniseshearin/status/1227422789071769601
[1] https://twitter.com/davmicrot/status/1227436295653404674
[1] https://twitter.com/bradheath/status/1227416666344239106
[1] https://twitter.com/blue_bee_pllntr/status/1227417380600582145
[1] https://twitter.com/tennisladybarb/status/1227595733110607873
[1] https://twitter.com/amy_siskind/status/1227596507077062658

Top URLs in Tweet in G10:
[1] https://reut.rs/37cXexR
[1] https://twitter.com/reesusp/status/1227268154314784768?s=21
[1] https://twitter.com/ReesusP/status/1227268154314784768

Top Domains
Top Domains in Tweet in Entire Graph:
[229] twitter.com
[14] amyklobuchar.com
[12] thepeopleshub.org
[9] youtu.be
[9] bit.ly
[7] nytimes.com
[6] cnn.com
[6] washingtonpost.com
[5] google.com
[5] startribune.com

Top Domains in Tweet in G1:
[97] twitter.com
[6] amyklobuchar.com
[6] bit.ly
[6] cnn.com
[5] dlvr.it
[4] washingtonpost.com
[3] cbslocal.com
[3] nytimes.com
[3] vox.com
[2] jacobforliberty.com

Top Domains in Tweet in G2:
[51] twitter.com
[4] youtu.be
[2] nbcnews.com
[2] nytimes.com
[2] politi.co
[2] foxnews.com
[1] politico.com
[1] apnews.com
[1] npr.org
[1] usatoday.com

Top Domains in Tweet in G3:
[32] twitter.com
[3] youtu.be
[2] forbes.com
[2] bit.ly
[2] washingtonpost.com
[1] newsweek.com
[1] fivethirtyeight.com
[1] thenation.com
[1] breitbart.com
[1] thedispatch.com

Top Domains in Tweet in G4:
[12] thepeopleshub.org
[1] unwomen.org
[1] nacla.org
[1] medium.com
[1] adatheshow.com
[1] co.uk
[1] twitter.com

Top Domains in Tweet in G5:
[5] twitter.com
[2] youtube.com
[2] thehill.com
[1] go.com

Top Domains in Tweet in G6:
[2] amyklobuchar.com
[2] startribune.com
[1] google.com

Top Domains in Tweet in G7:
[6] twitter.com
[1] yahoo.com
[1] youtube.com
[1] theatlantic.com
[1] radio.com

Top Domains in Tweet in G8:
[17] twitter.com
[1] warroom.org

Top Domains in Tweet in G10:
[2] twitter.com
[1] reut.rs

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[51] newhampshireprimary
[29] nhprimary
[29] amyklobuchar
[24] amyforamerica
[24] demprimary
[20] nhprimary2020
[18] newhampshire
[17] sdg5
[16] bernie2020
[16] klobmentum



Top Hashtags in Tweet in G1:
[18] amyklobuchar
[16] amyforamerica
[11] fitn
[10] nhprimary2020
[10] newhampshireprimary
[9] klobmentum
[8] nhprimary
[7] yanggang
[7] amyknowsme
[7] fight4miningmn

Top Hashtags in Tweet in G2:
[23] demprimary
[9] nhprimary
[9] newhampshireprimary
[7] nhprimary2020
[7] bernie2020
[6] nhpolitics
[6] amyklobuchar
[4] democrats
[4] nh
[3] berniewonnh

Top Hashtags in Tweet in G3:
[26] newhampshireprimary
[13] newhampshire
[4] bernie2020
[4] democrats2020
[4] nhprimary
[3] nhprimary2020
[3] usa
[3] moderate
[3] sanders
[3] trump2020

Top Hashtags in Tweet in G4:
[17] sdg5
[14] act4sdgs
[11] women
[11] genderequality
[10] sdgs
[5] equality
[5] leavenoonebehind
[4] banfgm
[3] sdg10
[3] womensdecade

Top Hashtags in Tweet in G5:
[1] meltdown2
[1] respect
[1] bernieorbust
[1] amyforamerica
[1] socialsecurity
[1] socialsecuritycuts
[1] amysscuts
[1] nhprimary

Top Hashtags in Tweet in G6:
[5] amy2020
[3] amyforamerica
[2] math
[2] imwithher
[1] nhprimary
[1] dropoutwarren
[1] klobmentum
[1] klobuchar2020
[1] latinosforamy
[1] klobucharyang2020

Top Hashtags in Tweet in G7:
[10] neveramyklobuchar
[8] enemyofneminnesota
[5] agetheonlyissue
[4] trumplite
[2] mcgovernmarkii
[2] hillarylite
[2] nhprimary
[1] embarrassing
[1] minnesota
[1] blackheart

Top Hashtags in Tweet in G8:
[1] freemyon
[1] endspectrumfranchise
[1] klobucharge
[1] nhprimary

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)
[153015] Non-categorized Words
[153015] Total Words
[4521] amyklobuchar
[1314] petebuttigieg
[1153] berniesanders
[1141] s
[1034] new

Top Words in Tweet in G1:
[1500] amyklobuchar
[762] new
[558] campaign
[549] s
[499] ve
[483] 2020
[461] trump
[427] box
[425] many
[384] donald

Top Words in Tweet in G2:
[1115] amyklobuchar
[388] ewarren
[347] petebuttigieg
[327] joebiden
[256] mikebloomberg
[253] win
[220] s
[218] berniesanders
[199] wins
[158] new

Top Words in Tweet in G3:
[1031] amyklobuchar
[839] petebuttigieg
[839] berniesanders
[424] tripgabriel
[238] story
[183] bernie
[169] night
[164] more
[123] realdonaldtrump
[120] 2

Top Words in Tweet in G4:
[57] hibowardere
[56] zebra_carol
[56] pankhurstcentre
[56] susybotello
[56] womenoccupyhwd
[56] lisaringga01
[56] amyklobuchar
[56] marshacollier
[56] charlotteh71
[54] dbgrinberg

Top Words in Tweet in G5:
[152] s
[142] amyklobuchar
[94] theyoungturks
[93] more
[85] amp
[66] cenkuygur
[54] positions
[52] honest
[50] t
[48] well

Top Words in Tweet in G6:
[138] amyklobuchar
[70] meghanmccain
[35] amy
[19] ewarren
[19] berniesanders
[17] s
[17] trump
[17] vote
[13] out
[12] people

Top Words in Tweet in G7:
[75] amyklobuchar
[39] potus
[27] minnesotaminers
[25] people
[22] bettymccollum04
[21] day
[20] t
[20] one
[20] side
[20] now

Top Words in Tweet in G8:
[41] amyklobuchar
[25] petebuttigieg
[23] aoc
[15] momsdemand
[15] davidhogg111
[15] oprah
[15] kamalaharris
[15] projectlincoln
[14] senbooker
[13] sensusancollins

Top Words in Tweet in G9:
[17] amyklobuchar
[10] demtweetsthosis
[6] trump
[5] petebuttigieg
[4] kitchen5203
[4] ewarren
[3] kenobicheated
[3] bivingsdoris
[3] back
[3] think

Top Words in Tweet in G10:
[8] amyklobuchar
[7] senbobcasey
[6] amp
[5] sharon_elle
[5] sonyabaker2
[5] big_catsf
[5] blueequus775
[5] yarosisnancy
[5] minotauresse
[5] kimmeisaiah

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[561] new,hampshire
[539] amyklobuchar,petebuttigieg
[478] petebuttigieg,berniesanders
[429] tripgabriel,amyklobuchar
[426] donald,trump
[340] petebuttigieg,amyklobuchar
[318] beat,donald
[277] 2020,beat
[226] campaign,trail
[224] new,voters

Top Word Pairs in Tweet in G1:
[382] donald,trump
[334] new,hampshire
[292] beat,donald
[258] 2020,beat
[216] campaign,trail
[214] outside,box
[213] andrew,miss
[213] miss,campaign
[213] trail,ve
[213] ve,inspired

Top Word Pairs in Tweet in G2:
[184] wins,win
[144] new,hampshire
[131] petebuttigieg,amyklobuchar
[118] results,amyklobuchar
[114] kayleighmcenany,new
[114] hampshire,results
[113] amyklobuchar,'flavor
[113] 'flavor,hour
[113] hour,'
[113] ',mikebloomberg

Top Word Pairs in Tweet in G3:
[461] amyklobuchar,petebuttigieg
[449] petebuttigieg,berniesanders
[416] tripgabriel,amyklobuchar
[160] story,night
[148] petebuttigieg,amyklobuchar
[89] 1,story
[78] berniesanders,petebuttigieg
[68] 2,story
[68] more,votes
[66] definitely,rookie

Top Word Pairs in Tweet in G4:
[56] amyklobuchar,marshacollier
[54] healthertainer,pankhurstcentre
[54] dnw2018,behindbras
[54] foodfanstockpt,evefrancisholt
[54] elsazekeng,cmboggiano
[54] univinclusion,susybotello
[54] gendercollect,folukemichael
[54] lisaringga01,amyklobuchar
[54] charlotteh71,wendyeslater
[54] blueskyssun,pippaprice3

Top Word Pairs in Tweet in G5:
[94] theyoungturks,amyklobuchar
[84] amp,s
[52] cenkuygur,theyoungturks
[45] honest,positions
[44] doesn,t
[44] t,hide
[43] figured,out
[43] moderate,conservative
[43] well,s
[43] s,authentic

Top Word Pairs in Tweet in G6:
[67] meghanmccain,amyklobuchar
[14] amyklobuchar,amy
[11] ewarren,amyklobuchar
[11] amyklobuchar,berniesanders
[11] psbono21,marwilliamson
[11] marwilliamson,meghanmccain
[7] abcpolitics,amyklobuchar
[6] one,biggest
[6] biggest,defenders
[6] defenders,ewarren

Top Word Pairs in Tweet in G7:
[19] mlk,day
[19] day,amyklobuchar
[19] amyklobuchar,aren
[19] aren,t
[19] t,many
[19] many,sides'
[19] sides',blame
[19] blame,one
[19] one,side
[19] side,ku

Top Word Pairs in Tweet in G8:
[12] foxnews,foxandfriends
[12] foxandfriends,sensusancollins
[12] sensusancollins,senategop
[12] senategop,jsolomonreports
[12] jsolomonreports,mittromney
[12] mittromney,lisamurkowski
[12] lisamurkowski,marklevinshow
[12] marklevinshow,projectlincoln
[12] projectlincoln,momsdemand
[12] momsdemand,davidhogg111

Top Word Pairs in Tweet in G9:
[8] amyklobuchar,demtweetsthosis
[3] ewarren,amyklobuchar
[2] amyklobuchar,petebuttigieg
[2] #2,petebuttigieg
[2] petebuttigieg,#3
[2] onlywhitetiger,kenobicheated
[2] kenobicheated,dotwilson13
[2] dotwilson13,connieg1025
[2] connieg1025,sandyisretired
[2] sandyisretired,gbehounek10

Top Word Pairs in Tweet in G10:
[5] minotauresse,kimmeisaiah
[5] ceciliacmaida,am4huckleberry
[5] am4huckleberry,annw326
[5] annw326,eschaz12
[5] joni_looking,cyntwhite
[5] forsanctioned,elizabethpand11
[5] elizabethpand11,merriweathersun
[5] beverlynichols,ferazi1
[5] ferazi1,nomoreafterme
[5] nomoreafterme,smouse_lillee

Top Replied-To
Top Replied-To in Entire Graph:
@amyklobuchar
@tripgabriel
@cenkuygur
@shaunking
@meghanmccain
@kenolin1
@politics_nut
@jamieleecurtis
@cherylstrayed
@thepubliususa

Top Replied-To in G1:
@amyklobuchar
@kenolin1
@jamieleecurtis
@cherylstrayed
@thepubliususa
@voxdotcom
@goddessofgrain
@nowthisnews
@morgan5133
@numbersmuncher

Top Replied-To in G2:
@shaunking
@amyklobuchar
@politics_nut
@saracarterdc
@smerconish
@davidbrodycbn
@abcpolitics
@rolandsmartin
@thesavionwright
@amy_siskind

Top Replied-To in G3:
@tripgabriel
@amyklobuchar
@yamiche
@shaunking
@berniesanders
@petebuttigieg
@walkerbragman
@nicholsuprising
@francebernie
@romesixmile

Top Replied-To in G4:
@banishfgm
@thepeopleshubun
@hibowardere
@zebra_carol
@googleexpertuk
@drumeshprabhu
@biancajagger
@womenoccupyhwd

Top Replied-To in G5:
@cenkuygur
@jljacobson
@amyklobuchar
@nurborno
@vickiirvin
@senor_sick
@brigadoonblunt
@molly1jo
@keenahn
@andreavance80

Top Replied-To in G6:
@meghanmccain
@amyklobuchar
@mike_from_pa
@psbono21
@abcpolitics
@mrsmaxlax99
@scttfrnks
@17chickenwingz
@seantcronin
@asperjack

Top Replied-To in G7:
@savemnmine
@amyklobuchar
@pinkk9lover
@marcorubio
@dillapino
@amakaubakatv
@bretbaier
@sadknock
@michaelbeatty3
@realdonaldtrump

Top Replied-To in G8:
@foxnews
@momsdemand
@people4bernie
@johncornyn
@fasulo_chris
@ztalpnielk
@iamscottblade
@mrddmia
@nationalrepubl2
@desertdave2012

Top Replied-To in G9:
@amyklobuchar
@royayotte
@onlywhitetiger
@bdl2536
@apendletonp
@kitchen5203
@23dwayne

Top Replied-To in G10:
@disqeet
@mustangrehab
@tassajarard

Top Mentioned
Top Mentioned in Entire Graph:
@amyklobuchar
@petebuttigieg
@berniesanders
@ewarren
@joebiden
@mikebloomberg
@tripgabriel
@realdonaldtrump
@theview
@kayleighmcenany

Top Mentioned in G1:
@amyklobuchar
@petebuttigieg
@amandawgolden
@mattyglesias
@ewarren
@kenolin1
@teamamynh
@wmur9
@berniesanders
@soledadobrien

Top Mentioned in G2:
@amyklobuchar
@ewarren
@petebuttigieg
@joebiden
@mikebloomberg
@berniesanders
@theview
@kayleighmcenany
@sensanders
@shaunking

Top Mentioned in G3:
@amyklobuchar
@petebuttigieg
@berniesanders
@tripgabriel
@realdonaldtrump
@ewarren
@joebiden
@santamonica403
@burlenek
@mikebloomberg

Top Mentioned in G4:
@pankhurstcentre
@susybotello
@lisaringga01
@amyklobuchar
@marshacollier
@charlotteh71
@dbgrinberg
@healthertainer
@andyburnhamgm
@dnw2018

Top Mentioned in G5:
@amyklobuchar
@theyoungturks
@cenkuygur
@msnbc
@emilyslist
@naral
@berniesanders
@klobuchar
@anakasparian
@ewarren

Top Mentioned in G6:
@amyklobuchar
@meghanmccain
@ewarren
@berniesanders
@marwilliamson
@psbono21
@andrewyang
@califallingdown
@amy
@vertduferk

Top Mentioned in G7:
@amyklobuchar
@potus
@minnesotaminers
@bettymccollum04
@realdonaldtrump
@unitedminingal
@petebuttigieg
@vp
@berniesanders
@secgenescalia

Top Mentioned in G8:
@amyklobuchar
@petebuttigieg
@aoc
@davidhogg111
@oprah
@kamalaharris
@projectlincoln
@senbooker
@sensusancollins
@senategop

Top Mentioned in G9:
@amyklobuchar
@demtweetsthosis
@petebuttigieg
@ewarren
@kenobicheated
@bivingsdoris
@kitchen5203
@dotwilson13
@connieg1025
@sandyisretired

Top Mentioned in G10:
@amyklobuchar
@senbobcasey
@sharon_elle
@sonyabaker2
@big_catsf
@blueequus775
@yarosisnancy
@minotauresse
@kimmeisaiah
@ekbmary

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@alllibertynews
@solutioneer72
@mattmurph24
@raybae689
@argojournal
@debilu2
@debrammason1
@legallybae
@yarosisnancy

Top Tweeters in G1:
@oldlady12345
@debilu2
@legallybae
@cheezwitham
@thehill
@actdontreact
@business
@openletterbot
@fwdcrocblu
@hockeyfangirl12

Top Tweeters in G2:
@solutioneer72
@argojournal
@rcrockett
@lianabrooks
@reuters
@jackiemcreath1
@rolandsmartin
@cheri_kentucky
@davidpsdem
@teetweetshere

Top Tweeters in G3:
@mattmurph24
@raybae689
@ggg_says
@riskyliberal
@petefrt
@jrbkjrbk
@bulldoghill
@burnettcynthia
@bellablue1060
@mauraleelang

Top Tweeters in G4:
@googleexpertuk
@marshacollier
@drumeshprabhu
@debraruh
@pippaprice3
@fscarfe
@guernseyevacuee
@wendyeslater
@dr_black
@biancajagger

Top Tweeters in G5:
@senor_sick
@pliniomx
@jljacobson
@theyoungturks
@pinnovation
@molly1jo
@aaron_r_hall
@jackimoss1
@kiralmellonear
@cruzn101

Top Tweeters in G6:
@godandthebear
@npr
@juliesczesny
@northernstar171
@laviniahilltopp
@curtishouck
@georgetterain
@ginkiegirl
@morningedition
@bcozatt

Top Tweeters in G7:
@debrammason1
@nahbabynah
@tia6sc
@darhar981
@lvnancy
@akwyz
@vfl2013
@pinkk9lover
@michaelbeatty3
@adjunctprofesor

Top Tweeters in G8:
@foxnews
@tedgrunewald
@theatlantic
@mehdirhasan
@agentcarter_ssr
@thedemcoalition
@made__usa
@2hawkeye2020
@people4bernie
@ny1

Top Tweeters in G9:
@justwhatnowwhy
@onlywhitetiger
@jwhoopes2
@bonnibk
@kitchen5203
@ingguthrie
@16kliesbytrump
@irenesundberg1
@23dwayne
@kathjohnsonart

Top Tweeters in G10:
@yarosisnancy
@minotauresse
@joni_looking
@tassajarard
@mrsmaxdewinter
@lola_patty
@sonyabaker2
@mygreatredmare
@ekbmary
@canaryamerica


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