NV caucus, Twitter, 2/9/2020 7:55:22 PM, 220814


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NV caucus_2020-02-09_11-01-12.xlsx
NV caucus_2020-02-09_11-01-12.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 09, 2020
Short Description:
NV caucus via NodeXL http://bit.ly/377tToE
@nvdems
@nicoleperlroth
@berniesanders
@joebiden
@andrewyang
@tuser5555
@ralstonreports
@hasanthehun
@jessoconnell
@shanegoldmacher

Top hashtags:
#teampete
#bernie2020
#yanggang
#markyourcalendar
#primaries
#iowacaucuses

Description:
Description
The graph represents a network of 5,253 Twitter users whose recent tweets contained "NV caucus", 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 Sunday, 09 February 2020 at 19:12 UTC.

The tweets in the network were tweeted over the 8-day, 0-hour, 3-minute period from Saturday, 01 February 2020 at 18:51 UTC to Sunday, 09 February 2020 at 18:55 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 : 5253
Unique Edges : 6491
Edges With Duplicates : 601
Total Edges : 7092
Number of Edge Types : 5
MentionsInRetweet : 2230
Replies to : 767
Mentions : 928
Retweet : 2848
Tweet : 319
Self-Loops : 326
Reciprocated Vertex Pair Ratio : 0.0029434546862897
Reciprocated Edge Ratio : 0.00586963237565647
Connected Components : 346
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 4316
Maximum Edges in a Connected Component : 6024
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.79419
Graph Density : 0.000234660816167282
Modularity : 0.811094
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 5,253 Twitter users whose recent tweets contained "NV caucus", 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 Sunday, 09 February 2020 at 19:12 UTC.

The tweets in the network were tweeted over the 8-day, 0-hour, 3-minute period from Saturday, 01 February 2020 at 18:51 UTC to Sunday, 09 February 2020 at 18:55 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 caucus
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:
[52] https://www.vice.com/en_us/article/qjdjy3/nevada-demoracts-caucus-app-errors
[17] https://www.tomsteyer.com/caucus/nv?utm_campaign=team-nv&utm_source=fb&utm_medium=social&utm_term=20200205_
[13] https://twitter.com/nvdems/status/1224748733981609984
[9] https://twitchy.com/samj-3930/2020/02/09/well-call-it-a-tool-yeah-thats-the-ticket-nv-democrats-prove-they-learned-nothing-from-iowa-caucus-disaster-and-lol/
[9] https://caucus.joebiden.com/nv
[8] https://nvdems.com/2020-caucus/
[8] https://twitter.com/kayleighmcenany/status/1225783311638958080
[8] https://www.8newsnow.com/news/local-news/i-team-nv-caucus-director-working-on-a-new-plan/
[7] 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
[4] https://nvdems.com/early-vote/

Top URLs in Tweet in G1:
[52] https://www.vice.com/en_us/article/qjdjy3/nevada-demoracts-caucus-app-errors
[7] https://www.8newsnow.com/news/local-news/i-team-nv-caucus-director-working-on-a-new-plan/
[2] https://www.nytimes.com/2020/02/08/us/politics/nevada-caucus-app.html
[1] https://twitter.com/matthewamiller/status/1224352321402015745
[1] https://action.nvdems.com/oos
[1] https://twitter.com/RalstonReports/status/1224845833780097024
[1] 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
[1] https://www.8newsnow.com/news/local-news/i-team-nv-caucus-director-working-on-a-new-plan/?utm_medium=social&utm_source=twitter_8NewsNow
[1] https://twitter.com/kayleighmcenany/status/1225783311638958080
[1] https://www.realclearpolitics.com/video/2016/05/15/chaos_at_nevada_democratic_convention_dnc_leaders_flee_building_as_sanders_supporters_demand_recount.html

Top URLs in Tweet in G2:
[7] https://twitter.com/nvdems/status/1224748733981609984
[1] https://twitter.com/giantcat9/status/1226573688427962368
[1] https://twitter.com/PeteButtigieg/status/1224564353040625665

Top URLs in Tweet in G3:
[4] https://www.vox.com/2020/2/4/21122779/nevada-caucuses-iowa-app
[2] https://twitter.com/sdgrumbine/status/1224822685827465216
[1] https://twitter.com/angietranok/status/1225199989430734849
[1] https://www.8newsnow.com/news/local-news/new-caucus-tool-to-assist-nevada-democrats/
[1] https://www.8newsnow.com/
[1] https://www.mobilize.us/sandersnv/event/223722/
[1] https://www.mobilize.us/sandersnv/event/224257/
[1] https://www.mobilize.us/sandersnv/event/210685/
[1] https://iowastartingline.com/2020/02/04/how-sanders-outreach-paid-off-in-iowas-first-latino-caucus/
[1] https://twitter.com/TomPerez/status/1225468833458245632

Top URLs in Tweet in G4:
[1] https://secure.actblue.com/donate/pete-buttigieg-sms-feb
[1] https://twitter.com/highstreetteam/status/1192234699516719104
[1] https://twitter.com/TimODee16/status/1224772277515894785
[1] https://twitter.com/joshtpm/status/1225486994639335428
[1] https://ir.shareaholic.com/e?a=1&u=https://iowastartingline.com/2020/02/04/how-sanders-outreach-paid-off-in-iowas-first-latino-caucus/%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[1] https://www.huffpost.com/entry/iowa-caucus-app-shadow_n_5e390191c5b687dacc722824

Top URLs in Tweet in G5:
[9] https://caucus.joebiden.com/nv
[2] https://go.joebiden.com/page/s/commit-to-caucus-nv?source=social-tw-20191114nvcaucus&refcode=social-tw-20191114nvcaucus&utm_medium=social&utm_source=tw&utm_campaign=20191114nvcaucus
[2] https://go.joebiden.com/page/s/adopt-a-precinct-nv?source=social-tw-20191217nvprecinctcaptain%20&refcode=social-tw-20191217nvprecinctcaptain%20&utm_medium=social&utm_source=tw&utm_campaign=20191217nvprecinctcaptain
[1] https://joebiden.com/nv2020
[1] https://twitter.com/SteveKornacki/status/1224562298267848705
[1] https://twitter.com/vexedinthecity/status/1224755343357554689
[1] https://twitter.com/emmyruiz/status/1224550444963377158
[1] https://nvdems.com/2020-caucus/
[1] https://mynews4.com/news/local/nv-dems-assures-nevadans-a-repeat-of-the-iowa-caucus-will-not-happen
[1] https://twitter.com/NateSilver538/status/1224710861786316803

Top URLs in Tweet in G6:
[3] 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://www.huffpost.com/entry/iowa-caucus-app-shadow_n_5e390191c5b687dacc722824?lng
[2] https://twitter.com/Drmozen/status/1222955418483412994
[1] https://twitter.com/lhfang/status/1224561674679488513
[1] https://twitter.com/BaddCompani/status/1226396618196320256
[1] https://twitter.com/jkaszynski/status/1226326749685964800
[1] https://www.washingtonpost.com/politics/2020/01/31/first-four-states-primary-caucus-do-not-look-like-america-combined-they-get-closer/?arc404=true
[1] https://twitter.com/NVElect/status/1224825999134609408
[1] https://twitter.com/ddale8/status/1225477562136133634
[1] https://twitter.com/meganmesserly/status/1224576493600243712

Top URLs in Tweet in G7:
[1] https://shadowinc.io/
[1] https://www.opensecrets.org/2020-presidential-race/expenditures?id=N00001669
[1] https://www.cbsnews.com/news/2020-primary-caucus-schedule-democrats/
[1] https://www.huffpost.com/entry/iowa-caucus-app-shadow_n_5e390191c5b687dacc722824

Top URLs in Tweet in G8:
[2] https://events.berniesanders.com/?tag_ids=35
[1] https://www.mobilize.us/sandersnv/event/210685/
[1] https://www.mobilize.us/sandersnv/event/213024/
[1] https://twitter.com/nvdems/status/1224748733981609984
[1] https://twitter.com/sunraysunray/status/1224553847743565825

Top URLs in Tweet in G10:
[2] https://twitter.com/nvdems/status/1224748733981609984
[2] https://www.pbs.org/newshour/politics/presidential-caucuses-are-complicated-why-do-some-states-use-them
[2] https://www.publicnewsservice.org/2020-02-05/civic-engagement/nevada-nixes-troublesome-app-for-democratic-presidential-caucus/a69117-1
[2] https://news.google.com/__i/rss/rd/articles/CBMiYmh0dHBzOi8vd3d3Lm5hdGlvbmFscmV2aWV3LmNvbS9uZXdzL2FwcC10aGF0LXNoYWRvdy1pbmMtZGVzaWduZWQtZm9yLW5ldmFkYS1jYXVjdXMtaXMtYWxzby1mbGF3ZWQv0gFmaHR0cHM6Ly93d3cubmF0aW9uYWxyZXZpZXcuY29tL25ld3MvYXBwLXRoYXQtc2hhZG93LWluYy1kZXNpZ25lZC1mb3ItbmV2YWRhLWNhdWN1cy1pcy1hbHNvLWZsYXdlZC9hbXAv?oc=5
[2] https://news.google.com/__i/rss/rd/articles/CBMiSWh0dHBzOi8vd3d3LmNubi5jb20vMjAyMC8wMi8wNC9wb2xpdGljcy9pb3dhLWNhdWN1cy1hcHAtaXNzdWVzL2luZGV4Lmh0bWzSAU1odHRwczovL2FtcC5jbm4uY29tL2Nubi8yMDIwLzAyLzA0L3BvbGl0aWNzL2lvd2EtY2F1Y3VzLWFwcC1pc3N1ZXMvaW5kZXguaHRtbA?oc=5
[2] https://twitchy.com/samj-3930/2020/02/09/well-call-it-a-tool-yeah-thats-the-ticket-nv-democrats-prove-they-learned-nothing-from-iowa-caucus-disaster-and-lol/
[1] https://twitter.com/IAStartingLine/status/1223792961466654721
[1] https://twitter.com/thomasafine/status/1223796880569704449
[1] https://elynews.com/2020/02/02/nv-republicans-plan-delegate-vote-on-same-day-as-democratic-caucus/
[1] https://m.lasvegassun.com/news/2020/feb/02/caucus-101-how-to-participate-in-nevadas-democrati/

Top Domains
Top Domains in Tweet in Entire Graph:
[129] twitter.com
[52] vice.com
[22] tomsteyer.com
[19] nvdems.com
[14] joebiden.com
[12] 8newsnow.com
[10] thenevadaindependent.com
[10] twitchy.com
[6] google.com
[6] nytimes.com

Top Domains in Tweet in G1:
[52] vice.com
[9] twitter.com
[8] 8newsnow.com
[2] nvdems.com
[2] nytimes.com
[1] thenevadaindependent.com
[1] realclearpolitics.com
[1] berniesanders.com
[1] kunr.org
[1] capradio.org

Top Domains in Tweet in G2:
[9] twitter.com

Top Domains in Tweet in G3:
[6] twitter.com
[4] vox.com
[3] mobilize.us
[2] 8newsnow.com
[1] iowastartingline.com
[1] nbcnews.com
[1] politico.com

Top Domains in Tweet in G4:
[3] twitter.com
[1] actblue.com
[1] shareaholic.com
[1] huffpost.com

Top Domains in Tweet in G5:
[14] joebiden.com
[4] twitter.com
[1] nvdems.com
[1] mynews4.com

Top Domains in Tweet in G6:
[11] twitter.com
[4] thenevadaindependent.com
[2] huffpost.com
[2] donaldjtrump.com
[1] washingtonpost.com
[1] nvdems.com
[1] thedesignflaw.com
[1] cbsnews.com
[1] youtube.com

Top Domains in Tweet in G7:
[1] shadowinc.io
[1] opensecrets.org
[1] cbsnews.com
[1] huffpost.com

Top Domains in Tweet in G8:
[2] mobilize.us
[2] twitter.com
[2] berniesanders.com

Top Domains in Tweet in G10:
[40] twitter.com
[6] google.com
[3] nvdems.com
[3] twitchy.com
[2] cnn.com
[2] thehill.com
[2] cnbc.com
[2] 8newsnow.com
[2] pbs.org
[2] publicnewsservice.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[105] teampete
[58] bernie2020
[52] yanggang
[50] markyourcalendar
[50] primaries
[45] iowacaucuses
[45] dothemath
[42] nevada
[39] election2020
[36] demprimary



Top Hashtags in Tweet in G1:
[22] iowacaucuses
[14] iowacaucus
[8] iowacaucusdisaster
[7] nvcaucus
[3] nevadacaucus
[3] wheelchairuser
[3] homeless
[2] bernie2020
[2] mayorcheat
[2] nevada

Top Hashtags in Tweet in G3:
[43] bernie2020
[29] bigus
[29] nevada
[22] nevadacaucus
[18] aapiforbernie
[8] lasvegas
[5] notmeus
[5] caucusforbernie
[4] greennewdeal
[3] nvcaucus

Top Hashtags in Tweet in G4:
[103] teampete
[3] iowacaucuses
[1] nvcaucus
[1] nevadaforpete
[1] votebluenomatterwho
[1] presidentpete
[1] wintheera
[1] shadow
[1] petebuttigieg
[1] peteforpresident

Top Hashtags in Tweet in G5:
[32] demprimary
[32] election2020
[27] teamjoe
[11] nvcaucus
[8] firstinthewest
[7] iacaucus
[2] dyk
[2] markyourcalendar
[2] primaries
[1] joe2020

Top Hashtags in Tweet in G6:
[3] iowacaucus
[3] nvcaucus
[2] wematter
[1] iacaucus2020
[1] iowacaucuses
[1] nevadacaucus
[1] dnciscorrupt
[1] resigntomperez
[1] aapiforbernie
[1] nevadafirst

Top Hashtags in Tweet in G7:
[46] yanggang
[45] dothemath
[1] callforyang
[1] sororityofyang
[1] s
[1] yang2020
[1] yangwillwin
[1] lasvegas
[1] nevada
[1] fridaythoughts

Top Hashtags in Tweet in G8:
[5] bernie2020
[4] bigus
[4] nevada
[3] nevadacaucus
[1] nvforbernie
[1] aapiforbernie
[1] independent
[1] independentsforbernie
[1] lasvegas
[1] notmeus

Top Hashtags in Tweet in G9:
[1] bernie2020
[1] nvcaucus

Top Hashtags in Tweet in G10:
[4] iowacaucuses
[4] nv
[3] nvcaucus
[2] iacaucus
[2] election2020
[2] ia
[2] wy
[1] petebuttigieg
[1] cresco
[1] howardcountyiowa

Top Words
Top Words in Tweet in Entire Graph:
[3106] Words in Sentiment List#1: Positive
[1917] Words in Sentiment List#2: Negative
[32] Words in Sentiment List#3: Angry/Violent
[163467] Non-categorized Words
[168490] Total Words
[5148] nv
[5142] caucus
[2289] iowa
[1772] app
[1520] dems

Top Words in Tweet in G1:
[1220] nv
[1206] caucus
[1139] iowa
[1106] dems
[958] statement
[346] app
[223] nvdems
[184] nevada
[173] same
[154] 8newsnow

Top Words in Tweet in G2:
[894] app
[877] never
[481] caucus
[479] nv
[449] used
[439] tonight
[439] security
[438] being
[438] cobbled
[438] together

Top Words in Tweet in G3:
[490] history
[490] see
[421] nv
[280] #notmeus
[260] berniesanders
[253] team
[250] last
[247] ia
[247] made
[247] night

Top Words in Tweet in G4:
[487] caucus
[479] nv
[386] days
[330] campaign
[328] raised
[328] million
[299] sc
[288] voters
[264] pete
[260] 24

Top Words in Tweet in G5:
[396] caucus
[327] nv
[286] joebiden
[189] 22
[170] gt
[142] 15
[129] vote
[126] february
[120] nevada
[117] feb

Top Words in Tweet in G6:
[396] nv
[377] caucus
[147] good
[147] really
[137] looking
[132] cycles
[132] reg
[126] app
[103] gop
[100] iowa

Top Words in Tweet in G7:
[180] nv
[180] until
[178] caucus
[100] time
[96] voting
[90] days
[90] starts
[90] weeks
[73] andrewyang
[66] nh

Top Words in Tweet in G8:
[284] 00pm
[175] nv
[172] caucus
[160] feb
[85] bernie
[79] rsvp
[78] vegas
[77] training
[74] alert
[73] trust

Top Words in Tweet in G9:
[167] bernie
[162] nv
[156] caucus
[136] planning
[136] making
[136] journey
[136] nevada
[136] live
[136] streaming
[136] experience

Top Words in Tweet in G10:
[147] caucus
[135] nv
[58] iowa
[39] app
[38] nevada
[36] nh
[29] sc
[27] primary
[22] dems
[20] bernie

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1707] iowa,caucus
[1440] nv,dems
[1054] dems,statement
[1030] statement,iowa
[804] nv,caucus
[510] caucus,goers
[466] app,never
[465] vetted,dhs
[465] never,tested
[461] app,being

Top Word Pairs in Tweet in G1:
[1106] nv,dems
[992] iowa,caucus
[927] statement,iowa
[923] dems,statement
[148] caucus,director
[143] shadow,inc
[142] nevada,caucus
[137] iowa,app
[135] update,nevada
[135] director,agreed

Top Word Pairs in Tweet in G2:
[438] app,being
[438] being,used
[438] used,tonight
[438] tonight,cobbled
[438] cobbled,together
[438] together,past
[438] past,two
[438] two,months
[438] months,previous
[438] previous,reporting

Top Word Pairs in Tweet in G3:
[247] last,night
[245] proud,berniesanders
[245] berniesanders,ia
[245] ia,nat
[245] nat,team
[245] team,made
[245] made,history
[245] history,last
[245] night,history
[245] history,show

Top Word Pairs in Tweet in G4:
[288] days,voters
[239] raised,million
[195] nv,sc
[192] voters,vote
[164] last,24
[164] 24,hours
[126] iowa,caucus
[107] caucus,nv
[97] 10,days
[96] #teampete,days

Top Word Pairs in Tweet in G5:
[115] 22,nv
[113] february,22
[99] nv,caucus
[85] gt,gt
[81] californians,including
[81] including,ericgarcetti
[81] ericgarcetti,elected
[81] elected,officials
[81] officials,headed
[81] headed,nevada

Top Word Pairs in Tweet in G6:
[132] really,looking
[132] looking,good
[75] nv,caucus
[66] good,ds
[66] ds,swept
[66] swept,nv
[66] nv,offices
[66] offices,last
[66] last,cycles
[66] cycles,control

Top Word Pairs in Tweet in G7:
[90] days,until
[90] until,voting
[90] voting,starts
[90] weeks,until
[63] nv,caucus
[45] time,#dothemath
[45] #dothemath,yang
[45] yang,gang
[45] gang,ve
[45] ve,days

Top Word Pairs in Tweet in G8:
[142] 00pm,00pm
[78] vegas,nv
[72] nv,89121
[71] action,alert
[71] alert,cceanv
[71] cceanv,bernie
[71] bernie,caucus
[71] caucus,101
[71] 101,training
[71] training,teachers

Top Word Pairs in Tweet in G9:
[137] nv,caucus
[136] planning,making
[136] making,bernie
[136] bernie,journey
[136] journey,nevada
[136] nevada,live
[136] live,streaming
[136] streaming,experience
[136] experience,leading
[136] leading,nv

Top Word Pairs in Tweet in G10:
[43] nv,caucus
[25] iowa,caucus
[17] nv,dems
[10] nv,sc
[10] same,app
[9] super,tuesday
[9] used,iowa
[9] democratic,party
[8] sc,primary
[8] nh,nv

Top Replied-To
Top Replied-To in Entire Graph:
@cherylhart00
@meganmesserly
@nvdems
@kathbarbadoro
@yusufneedsarest
@schipperkeith
@phil_poggi
@ralstonreports
@bethlynch2020
@nerdsforyang

Top Replied-To in G1:
@nvdems
@schipperkeith
@8newsnow
@govsisolak
@teapainusa
@msraija
@jeremybhughes
@2020delegates
@jordanuhl
@carldrogosen

Top Replied-To in G2:
@bkchiblist
@speechboy71

Top Replied-To in G3:
@rantsbydesign
@vinceblack151
@annapurnapeak
@ooolson
@chuckrocha
@davidshuster
@greg06897
@bitchicalist
@imacruzn
@sharnaaisha

Top Replied-To in G4:
@victoryfund
@k652085
@sfpelosi
@seattle4pete
@snowmanomics
@hanae_56_20
@izmatopia
@uaprogressives
@populismsucks
@featherty

Top Replied-To in G5:
@cherylhart00
@reesetheone1
@daytimedan
@gregolear
@marcushjohnson
@pavanvan
@blankslate2017
@tify330
@chrislu44
@amys_koo

Top Replied-To in G6:
@meganmesserly
@ralstonreports
@bethlynch2020
@daveweigel
@50linesonly
@cancel_sam
@bronwynann
@bitterwaterblue
@ericjafmn
@aria606

Top Replied-To in G7:
@nerdsforyang
@willlexham
@yangtasks
@sbravensfan118
@alexmills3002
@post_fake_news
@rbreich
@babyyoyang1
@scottsantens
@vintagequeen54

Top Replied-To in G8:
@trekkerteach12
@stevepa45577750
@isicalynn
@helena_jennie
@stopwithurbs
@joshuahol
@vertduferk
@ryangrim
@charismawhee
@iowademocrats

Top Replied-To in G9:
@wamsuttalives
@hasanthehun

Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@berniesanders
@nvdems
@8newsnow
@cceanv
@ericgarcetti
@andrewyang
@meganmesserly
@samstein
@vice

Top Mentioned in G1:
@nvdems
@8newsnow
@vice
@vanessa_murphy
@esea_nv
@cnnbrk
@nvsos
@hrc_nv
@zattack2016
@barnes_law

Top Mentioned in G3:
@berniesanders
@cceanv
@electoralpal
@ofcltarrtarr
@fvrdrms
@tomperez
@jackiemccaffrey
@sludge
@angiegr60130939
@epicciuto

Top Mentioned in G4:
@iastartingline
@petebarnstormer
@petebuttigieg
@wag4pete
@proud_mom629
@modernangelo
@denaepfa
@ishmaelinnv
@rizzuti09
@lis_smith

Top Mentioned in G5:
@joebiden
@ericgarcetti
@hildasolis
@snarkybetochick
@marilyncapps
@vanjones
@filemonvela
@joefornv
@n_vfor

Top Mentioned in G6:
@meganmesserly
@thenvindy
@vp
@ralstonreports
@nvdems
@lhfang
@berniesanders
@8newsnow
@zerogbadillion
@donna_west

Top Mentioned in G7:
@andrewyang
@zach_graumann
@divinestride
@vanjones68
@ayforprez
@ericming
@erickmsanchez
@ya94sa
@humanity_fwd
@sallyalbright

Top Mentioned in G8:
@cceanv
@nevadaforbernie
@dsaeastbay
@berniesanders
@unityofnature
@eclecticradical
@iowademocrats
@michaelsayman
@lindahagge
@feetothefire

Top Mentioned in G9:
@berniesanders
@cceanv

Top Mentioned in G10:

Top Tweeters
Top Tweeters in Entire Graph:
@telesurtv
@rk70534
@cloudwanderer3
@solutioneer72
@mattmurph24
@kat4obama
@raybae689
@rjber15
@independent
@richslate

Top Tweeters in G1:
@raybae689
@richslate
@davealvord164
@bearingtruth
@saveusrepublic2
@ganbare__ginkun
@rentonmagauk
@penndragonart
@sandi_childs
@frlarousse2

Top Tweeters in G2:
@rxbun
@myplace4u
@argojournal
@mkues65
@politicalbee
@ubathediplomat
@dianabialkowski
@jhamby
@sueleugers
@c001357

Top Tweeters in G3:
@rk70534
@rjber15
@dgendvil
@capatosta122
@politico
@truthtotweet
@ninma_
@woobietuesday
@agski48
@poohsbrana

Top Tweeters in G4:
@politeperson123
@taritac
@mccuebillie
@sandysva
@seachele420
@tlwtexas
@4danlopez
@sassysdreams
@nikroybal
@mattdpearce

Top Tweeters in G5:
@solutioneer72
@kat4obama
@just_old_joe
@homegypsy
@solusnan1
@darlene_edw
@hockeyfangirl12
@marilyncapps
@jayoung1892
@teetweetshere

Top Tweeters in G6:
@cloudwanderer3
@drdaveanddee
@serendipitysays
@b1e56df9ce6549f
@ungubunugu1274
@jjj5819
@darrellpmwest
@3chicspolitico
@edgeoforever
@donna_west

Top Tweeters in G7:
@agracefulflower
@destinyuhva
@kccinews
@glorialaw5
@sallyalbright
@tuser5555
@grassrootsdnc
@dubejohnr
@scottsantens
@fshnerb

Top Tweeters in G8:
@billm9
@senseof_outrage
@tates5a
@theresaschroe14
@truman_town
@cmarslett
@dwilliams1001
@onekade
@jehane94
@kokeshi_me

Top Tweeters in G9:
@tkysk8r
@progressivedrey
@whattheplucked
@shadysbetter
@cujowasagoodboy
@ajclassic
@rookee_baekr
@sirtwo80
@mariluna329
@noodoggy

Top Tweeters in G10:
@janniaragon
@rascality
@conlibrarian
@bruntofitall
@clevelanddotcom
@drogon_dracarys
@farrahfazal
@reviewjournal
@jrterrier5
@rationalleft


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