(NV OR nevada) (dem OR democrat), Twitter, 2/13/2020 9:31:01 PM, 221082


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(NV OR nevada) (dem OR democrat)_2020-02-13_11-46-22.xlsx
(NV OR nevada) (dem OR democrat)_2020-02-13_11-46-22.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 13, 2020
Short Description:
(NV OR nevada) (dem OR democrat) via NodeXL http://bit.ly/2OO7JkY
@lhfang
@petebuttigieg
@pattheberner
@dnc
@berniesanders
@elanazak
@nv_dem_vets
@realdonaldtrump
@humanistreport
@alxthomp

Top hashtags:
#newhampshireprimary
#nevada
#yanggang
#primaries

Description:
Description
The graph represents a network of 7,396 Twitter users whose recent tweets contained "(NV OR nevada) (dem OR democrat)", 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, 13 February 2020 at 20:10 UTC.

The tweets in the network were tweeted over the 8-day, 7-hour, 55-minute period from Wednesday, 05 February 2020 at 11:46 UTC to Thursday, 13 February 2020 at 19:42 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 : 7396
Unique Edges : 10340
Edges With Duplicates : 1632
Total Edges : 11972
Number of Edge Types : 5
Retweet : 4730
MentionsInRetweet : 3190
Replies to : 1498
Mentions : 1984
Tweet : 570
Self-Loops : 586
Reciprocated Vertex Pair Ratio : 0.00583843797856049
Reciprocated Edge Ratio : 0.0116090969645066
Connected Components : 561
Single-Vertex Connected Components : 259
Maximum Vertices in a Connected Component : 6124
Maximum Edges in a Connected Component : 10692
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.380056
Graph Density : 0.000192143771590806
Modularity : 0.760309
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 7,396 Twitter users whose recent tweets contained "(NV OR nevada) (dem OR democrat)", 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, 13 February 2020 at 20:10 UTC.

The tweets in the network were tweeted over the 8-day, 7-hour, 55-minute period from Wednesday, 05 February 2020 at 11:46 UTC to Thursday, 13 February 2020 at 19:42 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : (NV OR nevada) (dem OR democrat)
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:
[96] https://talkingpointsmemo.com/news/nevada-dem-caucus-will-use-paper-ballots-for-early-voting-after-abandoning-app
[20] https://www.breitbart.com/tech/2020/02/07/shock-iowa-caucus-disaster-app-not-working-in-nevada-either/?utm_source=facebook&utm_medium=social
[17] https://www.redstate.com/bonchie/2020/02/10/nevada-democrat-party-hires-a-pete-buttigieg-organizer-to-be-vote-protection-director/
[15] https://www.reuters.com/article/us-usa-election-sanders-nevada-idUSKBN207031?taid=5e44f2d7035a2400014b4fff&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[15] https://www.reuters.com/article/us-usa-election-sanders-nevada-idUSKBN207031?taid=5e44bb9d035a2400014b4f17&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[10] https://www.youtube.com/watch?v=IngjA5tta0g&feature=youtu.be

[10] https://www.sueddeutsche.de/1.4786707
[9] https://twitter.com/CANCEL_SAM/status/1226607764727791621
[8] https://nvdems.com/contact-us/
[7] https://www.reuters.com/article/us-usa-election-sanders-nevada/democrat-sanders-nevada-union-in-escalating-feud-ahead-of-state-nominating-contest-idUSKBN207031?feedType=RSS&feedName=politicsNews&utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[2] https://www.documentcloud.org/documents/6772352-Pete-4Q.html
[1] https://www.thecentersquare.com/
[1] https://www.washingtonexaminer.com/news/buttigieg-campaign-paid-firm-that-developed-voting-app-blamed-for-iowa-caucus-delays
[1] https://twitter.com/meganmesserly/status/1226323087659941888
[1] https://twitter.com/lhfang/status/1226369469468921858
[1] https://twitter.com/randarchist/status/1224605143582363650
[1] https://www.cnn.com/2020/02/09/politics/new-hampshire-tracking-poll/index.html
[1] https://twitter.com/TheNomikiShow/status/1226689656441442304?s=20

Top URLs in Tweet in G2:
[5] https://nvdems.com/contact-us/
[3] https://www.thecentersquare.com/
[3] https://twitter.com/CANCEL_SAM/status/1226607764727791621
[3] https://www.politico.com/news/2020/02/06/elizabeth-warren-campaign-nevada-111595
[2] https://twitter.com/nvdems/status/1224748733981609984
[2] https://twitter.com/MistSpinner/status/1226616791822143489
[2] https://www.reddit.com/r/tulsi/comments/f1f59a/nevada_democrat_party_has_hired_a_pete_buttigieg/
[1] https://caucus.nvdems.com/
[1] https://trib.al/09NmaX4
[1] https://trib.al/PvBpwta

Top URLs in Tweet in G3:
[3] https://twitter.com/Clarealtor/status/1226892147284041728
[1] https://www.greanvillepost.com/2019/08/30/amy-klobuchar-the-favorite-democrat-of-senate-republicans/
[1] https://twitter.com/yesthatCarlo/status/1226610624685322242
[1] https://twitter.com/jujueyeball/status/1226382095255326720
[1] https://www.politico.com/news/2020/02/09/iowa-democrats-buttigieg-edges-sanders-for-delegates-112965

Top URLs in Tweet in G4:
[2] https://www.politico.com/news/2020/02/12/bernie-sanders-nevada-culinary-union-114687
[1] https://www.facebook.com/Culinary226/
[1] https://www.cnn.com/interactive/2019/02/politics/dem-primaries-exit-polls/?utm_medium=social&utm_source=twCNN&utm_content=2020-02-13T17:38:35
[1] https://twitter.com/nadinevdVelde/status/1227433662381051904
[1] https://twitter.com/jrboh/status/1227825461516021760
[1] https://berniesanders.com/volunteer/
[1] https://consortiumnews.com/2020/02/11/puppet-pete-says-revolution-status-quo-arent-mutually-exclusive/
[1] https://www.mikebloomberg.com/policies/veterans?utm_source=twitter&utm_medium=social&utm_campaign=veterans_policy_MRB&utm_content=policy_link
[1] https://fivethirtyeight.com/features/why-nevada-polls-are-bad/
[1] https://www.cbsnews.com/news/nevada-caucuses-nevada-state-democratic-party-unveils-new-caucus-tool-to-help-tabulate-results-2020-02-08/

Top URLs in Tweet in G5:
[1] https://p4a.us/NH-Primary
[1] https://www.reviewjournal.com/news/politics-and-government/nevada/nevada-democratic-partys-hiring-of-buttigieg-ex-staffer-raises-concerns-1954425/
[1] https://www.thecentersquare.com/
[1] https://talkingpointsmemo.com/news/nevada-dem-caucus-will-use-paper-ballots-for-early-voting-after-abandoning-app
[1] https://twitter.com/chrismeagher/status/1227609828694069248
[1] https://twitter.com/FortWayne4Pete/status/1227468474936631297
[1] https://twitter.com/BernieWon2016/status/1226700499061288961
[1] https://twitter.com/PeteButtigieg/status/1226658738175725568

Top URLs in Tweet in G6:
[1] https://www.8newsnow.com/news/local-news/democrat-steyer-campaigning-across-nevada-7-stops-in-3-days/
[1] https://twitter.com/mattyglesias/status/1227418322284707840
[1] https://twitter.com/TomFitton/status/1227232379003195393
[1] https://www.politico.com/news/2020/02/06/elizabeth-warren-campaign-nevada-111595
[1] https://www.redstate.com/bonchie/2020/02/10/nevada-democrat-party-hires-a-pete-buttigieg-organizer-to-be-vote-protection-director/
[1] https://twitter.com/jonathanchait/status/1226245426510258176
[1] https://twitter.com/realdonaldtrump/status/1225542486875082753

Top URLs in Tweet in G7:
[10] https://www.redstate.com/bonchie/2020/02/10/nevada-democrat-party-hires-a-pete-buttigieg-organizer-to-be-vote-protection-director/
[3] https://nvdems.com/contact-us/
[3] https://talkingpointsmemo.com/news/nevada-dem-caucus-will-use-paper-ballots-for-early-voting-after-abandoning-app
[3] https://www.reuters.com/article/us-usa-election-sanders-nevada/democrat-sanders-nevada-union-in-escalating-feud-ahead-of-state-nominating-contest-idUSKBN207031?feedType=RSS&feedName=politicsNews&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.foxnews.com/politics/women-of-color-quit-elizabeth-warrens-campaign-in-nevada-report
[2] https://www.politico.com/news/2020/02/06/elizabeth-warren-campaign-nevada-111595
[2] https://thenevadaindependent.com/article/nevada-democrats-debut-to-volunteers-new-ipad-based-tool-to-calculate-math-on-caucus-day-in-the-wake-of-iowa-fiasco
[2] https://apnews.com/bf8a1f901a441a5cf0721612e34c45b6
[2] https://www.reuters.com/article/us-usa-election-sanders-nevada/democrat-sanders-nevada-union-in-escalating-feud-ahead-of-state-nominating-contest-idUSKBN207031?feedType=RSS&feedName=topNews&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.foxnews.com/politics/nevadas-powerful-culinary-union-says-members-were-viciously-attacked-by-sanders-supporters

Top URLs in Tweet in G9:
[4] https://www.washingtonexaminer.com/news/women-of-color-split-from-warrens-nevada-campaign-saying-they-felt-like-token-minorities
[1] https://www.redstate.com/bonchie/2020/02/10/nevada-democrat-party-hires-a-pete-buttigieg-organizer-to-be-vote-protection-director/
[1] https://www.dailywire.com/news/6-minority-women-bolt-from-warren-campaign-over-tokenism-warren-responds/
[1] https://twitter.com/RampantKam/status/1227034638922780675
[1] https://threadreaderapp.com/thread/1224764270359072768.html

Top URLs in Tweet in G10:
[1] https://twitter.com/shafieikeyvan/status/1225815621872603142
[1] https://talkingpointsmemo.com/news/nevada-dem-caucus-will-use-paper-ballots-for-early-voting-after-abandoning-app
[1] https://twitter.com/CANCEL_SAM/status/1226607764727791621?s=20
[1] https://twitter.com/VoteKamala/status/1227419550167289856
[1] https://www.wsj.com/articles/nevadas-democrats-scramble-to-avoid-repeat-of-iowa-app-debacle-11580942070
[1] https://twitter.com/DKThomp/status/1226954452323663880

Top Domains
Top Domains in Tweet in Entire Graph:
[184] twitter.com
[96] talkingpointsmemo.com
[52] reuters.com
[25] youtube.com
[25] redstate.com
[22] breitbart.com
[13] politico.com
[12] nvdems.com
[12] foxnews.com
[10] sueddeutsche.de

Top Domains in Tweet in G1:
[4] twitter.com
[2] documentcloud.org
[1] thecentersquare.com
[1] washingtonexaminer.com
[1] cnn.com

Top Domains in Tweet in G2:
[32] twitter.com
[7] nvdems.com
[4] politico.com
[3] trib.al
[3] thecentersquare.com
[2] usatoday.com
[2] reddit.com
[1] youtube.com
[1] rawstory.com
[1] seiunv.org

Top Domains in Tweet in G3:
[5] twitter.com
[1] greanvillepost.com
[1] politico.com

Top Domains in Tweet in G4:
[12] twitter.com
[3] politico.com
[2] cbsnews.com
[1] facebook.com
[1] cnn.com
[1] berniesanders.com
[1] consortiumnews.com
[1] mikebloomberg.com
[1] fivethirtyeight.com
[1] nationalreview.com

Top Domains in Tweet in G5:
[4] twitter.com
[1] p4a.us
[1] reviewjournal.com
[1] thecentersquare.com
[1] talkingpointsmemo.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] 8newsnow.com
[1] politico.com
[1] redstate.com

Top Domains in Tweet in G7:
[55] twitter.com
[10] redstate.com
[10] reuters.com
[5] foxnews.com
[4] nytimes.com
[4] thenevadaindependent.com
[4] nvdems.com
[4] newsmax.com
[3] youtube.com
[3] talkingpointsmemo.com

Top Domains in Tweet in G9:
[4] washingtonexaminer.com
[1] redstate.com
[1] dailywire.com
[1] twitter.com
[1] threadreaderapp.com

Top Domains in Tweet in G10:
[4] twitter.com
[1] talkingpointsmemo.com
[1] wsj.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[85] newhampshireprimary
[73] nevada
[72] yanggang
[50] primaries
[49] markyourcalendar
[37] democrat
[29] iowa
[24] newhampshire
[22] lawmakers
[22] berniesanders



Top Hashtags in Tweet in G1:
[19] nevada
[19] lawmakers
[3] berniewonnh
[3] berniewoniowa
[1] ciapete
[1] neverpete
[1] emilygoldman
[1] rigged
[1] tomperezmustresign
[1] nevadacaucus

Top Hashtags in Tweet in G2:
[17] berniesanders
[11] nevada
[9] registertovote
[6] medicareforall
[5] democrat
[5] bernie2020
[4] firstinthewest
[4] greennewdeal
[4] daca
[4] 15hr

Top Hashtags in Tweet in G3:
[3] berniebeatstrump
[3] mayorcheat
[3] upchucktodd
[2] iowa
[2] newhampshire
[2] medicareforall
[2] berniewonia
[2] berniewonnewhampshire
[2] nevadacaucus
[1] bernieorbust

Top Hashtags in Tweet in G4:
[12] nevada
[7] dem
[5] newhampshire
[4] democrat
[4] klobuchar
[3] berniebros
[3] berniewonnewhampshire
[3] lasvegas
[3] sanders
[3] warren

Top Hashtags in Tweet in G5:
[2] peteforamerica
[1] wallstpete
[1] pete2020
[1] beattrump
[1] wintheera

Top Hashtags in Tweet in G6:
[3] 8nn
[3] iowa
[2] iowacaucusdisaster
[1] biden
[1] trump2020landslidevictory
[1] newhampshireprimary
[1] bernie
[1] buttigieg
[1] dirtydemocrats
[1] iowacaucases

Top Hashtags in Tweet in G7:
[10] nevada
[7] democrat
[4] nevadacaucus
[4] nvcaucus
[3] newhampshire
[3] berniesanders
[3] bernie2020
[3] nh
[3] sc
[3] nv

Top Hashtags in Tweet in G8:
[15] breaking
[15] iowa
[15] nh
[1] biden
[1] klobuchar
[1] theresistance
[1] thursdaythoughts
[1] fbrparty

Top Hashtags in Tweet in G9:
[1] walkaway

Top Hashtags in Tweet in G10:
[15] yuccamountain
[1] bernie
[1] warren

Top Words
Top Words in Tweet in Entire Graph:
[7904] Words in Sentiment List#1: Positive
[4493] Words in Sentiment List#2: Negative
[34] Words in Sentiment List#3: Angry/Violent
[266419] Non-categorized Words
[278817] Total Words
[5723] nevada
[3148] party
[3124] democrat
[3055] iowa
[2577] campaign

Top Words in Tweet in G1:
[1396] nevada
[1234] iowa
[1166] local
[1134] campaign
[1122] party
[1100] pete's
[994] nonprofits
[928] mayor
[872] including
[845] two

Top Words in Tweet in G2:
[763] nevada
[673] party
[459] iowa
[410] dnc
[354] buttigieg
[330] voter
[327] protection
[327] director
[306] democrat
[287] campaign

Top Words in Tweet in G3:
[1173] dems
[888] nv
[862] sc
[793] buttigieg
[782] klobuchar
[782] independents
[471] win
[407] bernie
[397] people
[394] wins

Top Words in Tweet in G4:
[201] nevada
[139] democrat
[94] berniesanders
[83] ewarren
[81] nv
[73] candidate
[68] getting
[65] dcexaminer
[65] having
[65] racism

Top Words in Tweet in G5:
[398] nevada
[385] party
[371] campaign
[370] iowa
[339] petebuttigieg
[336] director
[334] app
[334] voter
[331] organizer
[328] shadow

Top Words in Tweet in G6:
[1744] democrat
[1640] run
[410] washington
[275] nevada
[230] realdonaldtrump
[207] dc
[205] holes
[205] worst
[205] homelessness
[205] problems

Top Words in Tweet in G7:
[215] nevada
[97] democrat
[60] nv
[52] sanders
[49] candidate
[49] bernie
[45] caucus
[42] primary
[38] state
[36] party

Top Words in Tweet in G8:
[1323] feb
[567] debate
[378] caucuses
[249] nevada
[211] iowa
[208] primary
[196] journalist
[189] know
[189] covers
[189] 2020

Top Words in Tweet in G9:
[320] minorities
[224] campaign
[207] nevada
[197] democrat
[192] women
[192] tokens
[160] color
[160] split
[160] warren's
[160] saying

Top Words in Tweet in G10:
[140] brown
[115] nevada
[103] nv
[99] party
[99] campaign
[71] hq
[71] state
[70] evidence
[70] extends
[70] beyond

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1747] iowa,party
[1664] democrat,run
[1384] pete's,campaign
[1165] mayor,pete's
[1035] naacp,chapters
[1035] chapters,nevada
[1032] campaign,spent
[1032] spent,around
[1032] around,90k
[1032] 90k,various

Top Word Pairs in Tweet in G1:
[1099] pete's,campaign
[963] iowa,party
[926] mayor,pete's
[822] campaign,spent
[822] spent,around
[822] around,90k
[822] 90k,various
[822] various,pacs
[822] pacs,liberal
[822] liberal,nonprofits

Top Word Pairs in Tweet in G2:
[326] voter,protection
[320] protection,director
[231] iowa,party
[208] nevada,party
[175] emily,goldman
[168] party,chair
[164] party,voter
[163] bernie,leading
[161] chair,sends
[161] sends,memo

Top Word Pairs in Tweet in G3:
[782] sc,nv
[391] dems,people
[391] people,color
[391] color,base
[391] base,buttigieg
[391] buttigieg,klobuchar
[391] klobuchar,support
[391] support,poc
[391] poc,buttigieg
[391] buttigieg,sc

Top Word Pairs in Tweet in G4:
[64] ewarren,having
[64] having,massive
[64] massive,racism
[64] racism,scandal
[64] scandal,republican
[64] republican,candidate
[64] candidate,getting
[64] getting,unscathed
[64] unscathed,democrat
[64] democrat,dcexaminer

Top Word Pairs in Tweet in G5:
[357] iowa,party
[327] voter,protection
[327] protection,director
[326] working,nevada
[325] shadow,app
[324] petebuttigieg,campaign
[324] campaign,signaled
[324] signaled,guard
[324] guard,kick
[324] kick,journalist

Top Word Pairs in Tweet in G6:
[1640] democrat,run
[410] run,washington
[227] nevada,democrat
[205] realdonaldtrump,holes
[205] holes,worst
[205] worst,homelessness
[205] homelessness,problems
[205] problems,america
[205] america,nevada
[205] run,california

Top Word Pairs in Tweet in G7:
[25] south,carolina
[18] pete,buttigieg
[18] nevada,union
[16] feud,ahead
[16] ahead,state
[15] general,election
[15] nevada,democrat
[15] democrat,sanders
[15] sanders,nevada
[15] union,escalating

Top Word Pairs in Tweet in G8:
[567] debate,feb
[378] caucuses,feb
[189] know,journalist
[189] journalist,covers
[189] covers,2020
[189] 2020,election
[189] election,month
[189] month,feb
[189] feb,iowa
[189] iowa,caucuses

Top Word Pairs in Tweet in G9:
[192] nevada,campaign
[160] women,color
[160] color,split
[160] split,warren's
[160] warren's,nevada
[160] campaign,saying
[160] saying,felt
[160] felt,token
[160] token,minorities
[160] minorities,imagine

Top Word Pairs in Tweet in G10:
[70] evidence,extends
[70] extends,beyond
[70] beyond,nevada
[70] nevada,team
[70] team,leadership
[70] leadership,problems
[70] problems,exacerbated
[70] exacerbated,issues
[70] issues,warren
[70] warren,campaign

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@kylekulinski
@k_jeanpierre
@aleftoverture
@elienyc
@cancel_sam
@lulapuch
@isicalynn
@mitchellreports
@agraybee

Top Replied-To in G1:
@aleftoverture
@isicalynn
@laughingliberal
@aria606
@barnes_law
@bigclumsyheart
@lisapease
@rbreich
@jacobkillian3
@evie_calling

Top Replied-To in G2:
@cancel_sam
@pauldecristofo4
@fshakir
@humanistreport
@barbaralnewsome
@nvdems
@aleftoverture
@arigneyphoto
@oneadaychuck
@nv_dem_vets

Top Replied-To in G3:
@katearonoff
@humanistreport
@mikaspencer
@cyber_ideology
@kthalps
@streetfightr3rd
@philosophrob
@in_my_tree
@westcoastgadfly
@raprzes

Top Replied-To in G4:
@berniesanders
@amyklobuchar
@culinary226
@lovesthebern
@roseanndemoro
@diesegenvonwael
@in_justice_dem
@quarefellas
@democraticbear
@tify330

Top Replied-To in G5:
@petebuttigieg
@berniewon2016
@newshour
@adrielhampton
@fshakir
@feitoymas
@rmgarabedian
@rhian25556
@andreapunksmom
@leahbuttigieg

Top Replied-To in G6:
@realdonaldtrump
@dbongino
@androme07416104
@realjameswoods
@thetoyman1
@scottpresler
@capitalk7
@kebaand
@gwengraham
@lrihendry

Top Replied-To in G7:

Top Replied-To in G8:
@iketle11

Top Replied-To in G9:
@sweetkat111
@ilhanmn

Top Replied-To in G10:
@tldrjones
@mouse458
@marcushjohnson
@sykescharlie
@alxthomp
@noodoggy
@chuckrocha
@seavernsguy
@dnvolz

Top Mentioned
Top Mentioned in Entire Graph:
@petebuttigieg
@dnc
@ninaturner
@tomperez
@nvdems
@fshakir
@usatoday
@berniesanders
@ewarren
@lhfang

Top Mentioned in G1:
@lhfang
@deicntrl
@petebuttigieg
@dnc
@isicalynn
@tomperez
@nvdems
@ninaturner
@fshakir
@kimmurphy100

Top Mentioned in G2:
@dnc
@ninaturner
@fshakir
@nvdems
@tomperez
@usatoday
@davidsirota
@tomsteyer
@cancel_sam
@bethlynch2020

Top Mentioned in G3:
@ap
@petebuttigieg
@nofascistlies
@dylanratigan
@pattheberner
@whiskerscrowley
@juliesmithm
@waywardwinifred
@ninaturner
@shahidforchange

Top Mentioned in G4:
@ewarren
@berniesanders
@dcexaminer
@joebiden
@mikebloomberg
@anniegrayercnn
@amyklobuchar
@monmouthpoll
@culinary226
@petebuttigieg

Top Mentioned in G5:
@petebuttigieg
@culinary226
@ronwyden
@novenator
@dnc
@andrewyang
@chriscuomo
@sg_hardin
@bernie_or_vest
@judywoodruff

Top Mentioned in G6:
@realdonaldtrump
@senjackyrosen
@sencortezmasto
@btn49093417
@joebiden
@dagenmcdowell
@mariabartiromo
@sensanders
@dbongino
@comrademorning

Top Mentioned in G7:

Top Mentioned in G8:
@petebuttigieg
@comradexo
@demsocialists
@ap

Top Mentioned in G9:
@dnc
@usatoday
@hoppinmama5
@razorsmack1
@redpilledcult45
@rainbadass
@mel_faith1
@pinkk9lover
@itsjustjill
@aramaithea

Top Mentioned in G10:
@hollyotterbein
@noodoggy
@berniesanders
@ewarren
@seavernsguy

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@jojokejohn
@immoralreport
@rk70534
@commonpatriot
@crewislife
@souljahsingh
@cloudwanderer3
@solutioneer72
@mattmurph24

Top Tweeters in G1:
@1denmadrid
@billm9
@truthglow
@kaijuking23
@purplegarter1
@newyorker2212
@nancypeggy
@tigerbeat
@lauschjack
@frespirit01

Top Tweeters in G2:
@twitlertwit
@drdaveanddee
@shirleyringuet5
@rolandsmartin
@baalter
@bluesea1964
@consmover
@jamierodr14
@katalin_pota
@tates5a

Top Tweeters in G3:
@rk70534
@cook_robert_l
@senseof_outrage
@nofascistlies
@paulsorrentino3
@kavn
@mobygrapefan
@melodijoy
@truman_town
@ap

Top Tweeters in G4:
@argojournal
@patriot_girl_tx
@natteramnoslo
@dcexaminer
@slicknickshady
@missabsinthe
@neilyoungsaveus
@visitkarte
@dc4hope
@samvalley

Top Tweeters in G5:
@60sparkle
@nancy73gg
@cmpnwtr
@elantara
@dmatkins137
@highqoo
@psychwriter1515
@crestonq
@keo_billy
@hardlytimes

Top Tweeters in G6:
@positivelyjoan
@janiek13
@lyleklich
@pixiedust5135
@lrihendry
@lauriemettier
@thetoyman1
@leslieau7
@brownsugar7878
@jkaccinni

Top Tweeters in G7:
@freiewelteu
@globalissuesweb
@fiweh
@cahulaan
@libertea2012
@tobesafensound
@hedgeenergy
@greeenorg
@texastweetybird
@yportbill

Top Tweeters in G8:
@jojokejohn
@gpwriter
@sandi_childs
@growingaway
@jayoung1892
@summer7570
@themominatrixx
@timberghost7
@mattygambs1
@raspmarytea

Top Tweeters in G9:
@souljahsingh
@mariandclough
@gardenofthegods
@joannaprile
@shelleybean01
@kbari12
@robertrokdawg
@pinkk9lover
@wwg_1wga_
@tpdeod32

Top Tweeters in G10:
@missb62
@mattmurph24
@serendipitysays
@bkindngood
@davealvord164
@padakitty
@mchastain81
@petty_marshall
@liverpotlian
@hijcp