Steyer Yang, Twitter, 2/14/2020 12:36:19 AM, 221091


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Steyer Yang_2020-02-13_11-46-23.xlsx
Steyer Yang_2020-02-13_11-46-23.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 14, 2020
Short Description:
Steyer Yang via NodeXL http://bit.ly/2HoelCo
@decisiondeskhq
@ppollingnumbers
@politics_polls
@sahilkapur
@highpointu
@greenpeaceusa
@cnn
@msnbc
@morningconsult
@realdonaldtrump

Top hashtags:
#newhampshire
#national
#nhprimary
#nhprimary2020
#breadlinebernie

Description:
Description
The graph represents a network of 14,066 Twitter users whose recent tweets contained "Steyer Yang", 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 20:25 UTC.

The tweets in the network were tweeted over the 2-day, 14-hour, 0-minute period from Tuesday, 11 February 2020 at 05:45 UTC to Thursday, 13 February 2020 at 19:46 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 : 14066
Unique Edges : 17963
Edges With Duplicates : 2770
Total Edges : 20733
Number of Edge Types : 5
Replies to : 1783
Mentions : 1259
MentionsInRetweet : 5372
Retweet : 10953
Tweet : 1366
Self-Loops : 1401
Reciprocated Vertex Pair Ratio : 0.00150956055015096
Reciprocated Edge Ratio : 0.00301457042371462
Connected Components : 1104
Single-Vertex Connected Components : 646
Maximum Vertices in a Connected Component : 12087
Maximum Edges in a Connected Component : 18935
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.633831
Graph Density : 9.05436455197829E-05
Modularity : 0.698239
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 14,066 Twitter users whose recent tweets contained "Steyer Yang", 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 20:25 UTC.

The tweets in the network were tweeted over the 2-day, 14-hour, 0-minute period from Tuesday, 11 February 2020 at 05:45 UTC to Thursday, 13 February 2020 at 19:46 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 : Steyer Yang
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:
[36] https://www.zerohedge.com/political/sanders-dominates-new-hampshire-primary-hunter-bidens-dad-slumps-5th-place
[35] https://www.thegatewaypundit.com/2020/02/breaking-democrat-andrew-yang-drops-out-of-presidential-race/
[16] https://results.decisiondeskhq.com
[10] https://morningconsult.com/2020-democratic-primary/
[9] https://twitter.com/dannybarefoot/status/1227002275622801414
[8] https://www.trump-train.com/2020/02/nh-primary-sanders-wins-steyer-yang.html
[5] https://rrhelections.com/
[4] https://results.decisiondeskhq.com/
[4] https://twitter.com/ReutersPolitics/status/1227401763420016645
[3] https://trends.gab.com/item/5e43d70190e9c2347615fc58

Top URLs in Tweet in G1:
[8] https://morningconsult.com/2020-democratic-primary/
[2] https://www.realclearpolitics.com/epolls/2020/president/nh/new_hampshire_democratic_presidential_primary-6276.html
[2] https://mclaughlinonline.com/2020/02/12/ma-poll-national-monthly-february-2020/
[2] https://www.uml.edu/docs/2020-NH-Primary-2-Topline_tcm18-322047.pdf
[2] https://d25d2506sfb94s.cloudfront.net/cumulus_uploads/document/79zfxkws33/econTabReport.pdf#page196
[2] https://twitter.com/Politics_Polls/status/1227782361095471105/photo/1
[1] https://www.changeresearch.com/post/sanders-leads-the-democratic-primary-in-new-hampshire
[1] https://projects.fivethirtyeight.com/polls/20200210_NH.pdf
[1] https://www.realclearpolitics.com/epolls/2020/president/us/2020_democratic_presidential_nomination-6730.html
[1] https://d25d2506sfb94s.cloudfront.net/cumulus_uploads/document/79zfxkws33/econTabReport.pdf

Top URLs in Tweet in G2:
[15] https://results.decisiondeskhq.com
[5] https://rrhelections.com/
[3] https://wp.me/P7gBVo-yC
[3] https://twitter.com/guypbenson/status/1227410351899250693
[2] http://pollingreport.com
[2] https://twitter.com/Redistrict/status/1227403091462541313
[1] https://www.insider.com/new-hampshire-results-democratic-primary-2020-live-vote-counts
[1] https://www.usatoday.com/story/news/politics/2020/01/14/biden-sanders-faceoff-looms-iowa-nevada-races-narrows-democratic-debate/4453553002/
[1] https://twitter.com/fOrGiVeNcHy/status/1227308568740859905
[1] https://twitter.com/ActorAaronBooth/status/1227099642791415808

Top URLs in Tweet in G3:
[1] https://twitter.com/ppollingnumbers/status/1226978903488679936
[1] https://www.dropbox.com/s/vwj05okmdrg2b8t/Feb%202020%20Presidential%20Primary%20Tracking%20Poll%20Toplines%20and%20Crosstabs.xlsx
[1] https://www.cnn.com/2020/02/08/politics/new-hampshire-poll/index.html
[1] https://twitter.com/ppollingnumbers/status/1227451744571002881
[1] https://twitter.com/PpollingNumbers/status/1227022481204051968
[1] https://www.uml.edu/docs/2020-NH-Primary-2-Topline_tcm18-322047.pdf
[1] https://morningconsult.com/2020-democratic-primary/
[1] https://twitter.com/davidsirota/status/1227439294647762945
[1] https://twitter.com/PpollingNumbers/status/1227480523955724288
[1] https://twitter.com/ohmyskeet/status/1227414458504482822

Top URLs in Tweet in G4:
[1] https://www.c-span.org/video/?469179-1/harts-location-midnight-voting
[1] https://twitter.com/crhammond88/status/1225326229810626562
[1] https://twitter.com/OGinsley/status/1225981377306333186
[1] https://twitter.com/ABC10/status/1227103991072509953
[1] https://us.cnn.com/2020/02/10/politics/dixville-notch-new-hampshire-primary/index.html
[1] http://www.isidewith.com/

Top URLs in Tweet in G5:
[2] https://twitter.com/no_silenced/status/1227423782798675968
[1] https://apps.npr.org/liveblogs/20200207-dem-debate/share/of-those-on-stage-yang-23.html?utm_medium=social&utm_term=nprnews&utm_source=twitter.com&utm_campaign=npr
[1] https://apps.npr.org/liveblogs/20200211-new-hampshire/share/final-new-hampshire-ad-spending-20.html?utm_term=nprnews&utm_source=twitter.com&utm_medium=social&utm_campaign=npr
[1] https://www.foxnews.com/politics/lifestyles-of-the-rich-and-socialist-bernie-sanders-has-3-houses-makes-millions
[1] https://twitter.com/AndrewYang/status/1226902520431337472
[1] https://www.realclearpolitics.com/epolls/2020/president/new_hampshire_democratic_primary_results.html
[1] http://stpetepolls.org/files/StPetePolls_2020_State_DEMprimary_January28_WN2A.pdf
[1] https://twitter.com/PatFromm/status/1227444651466121216
[1] https://twitter.com/LanaeErickson/status/1227409638741680130
[1] https://twitter.com/ThirdWayTweet/status/1227593101335810049

Top URLs in Tweet in G6:
[1] http://pod.twinkrev.com/hyper-individualized-corporate-queers-for-bernie
[1] https://www.monmouth.edu/polling-institute/documents/monmouthpoll_us_021120.pdf/

Top URLs in Tweet in G7:
[27] https://www.thegatewaypundit.com/2020/02/breaking-democrat-andrew-yang-drops-out-of-presidential-race/
[1] https://www.zerohedge.com/political/sanders-dominates-new-hampshire-primary-hunter-bidens-dad-slumps-5th-place
[1] https://twitter.com/realdonaldtrump/status/1227224631754489857

Top URLs in Tweet in G8:
[1] https://www.nbcnews.com/politics/2020-primary-elections/new-hampshire-results
[1] https://trib.al/zYlrlsa
[1] https://trib.al/brneRhg

Top URLs in Tweet in G9:
[1] https://www.cnn.com/2020/02/10/politics/dixville-notch-new-hampshire-primary/index.html
[1] https://twitter.com/FamishedCreator/status/1227410647345856513
[1] https://1buv.com/nh-primary-sanders-wins-steyer-yang-drop-out-biden-warren-get-no-delegates/
[1] https://www.cnn.com/2020/02/08/politics/new-hampshire-poll/index.html

Top URLs in Tweet in G10:
[20] https://www.zerohedge.com/political/sanders-dominates-new-hampshire-primary-hunter-bidens-dad-slumps-5th-place
[7] https://twitter.com/dannybarefoot/status/1227002275622801414
[4] https://twitter.com/ReutersPolitics/status/1227401763420016645
[3] https://www.zerohedge.com/political/sanders-dominates-new-hampshire-primary-hunter-bidens-dad-slumps-5th-place?utm_campaign=&utm_content=ZeroHedge%3A+The+Durden+Dispatch&utm_medium=email&utm_source=zh_newsletter
[2] https://www.washingtonpost.com/politics/andrew-yang-drops-out-of-presidential-race/2020/02/11/4fe2c97c-4c2c-11ea-9b5c-eac5b16dafaa_story.html
[2] https://twitter.com/no_silenced/status/1227411693430460416
[2] https://www.youtube.com/watch?v=rY0WxgSXdEE&feature=youtu.be

[2] https://www.thegatewaypundit.com/2020/02/breaking-democrat-andrew-yang-drops-out-of-presidential-race/
[2] https://tradeforprofit.net/2020/02/nh-primary-sanders-wins-steyer-yang-drop-out-biden-warren-get-no-delegates/
[2] https://www.trump-train.com/2020/02/nh-primary-sanders-wins-steyer-yang.html

Top Domains
Top Domains in Tweet in Entire Graph:
[152] twitter.com
[39] zerohedge.com
[35] thegatewaypundit.com
[20] decisiondeskhq.com
[11] morningconsult.com
[9] trump-train.com
[6] realclearpolitics.com
[6] cnn.com
[5] cloudfront.net
[5] rrhelections.com

Top Domains in Tweet in G1:
[8] morningconsult.com
[7] twitter.com
[5] cloudfront.net
[3] realclearpolitics.com
[2] mclaughlinonline.com
[2] uml.edu
[1] changeresearch.com
[1] fivethirtyeight.com
[1] economist.com
[1] iheart.com

Top Domains in Tweet in G2:
[16] decisiondeskhq.com
[10] twitter.com
[5] rrhelections.com
[3] wp.me
[2] pollingreport.com
[1] insider.com
[1] usatoday.com

Top Domains in Tweet in G3:
[8] twitter.com
[1] dropbox.com
[1] cnn.com
[1] uml.edu
[1] morningconsult.com
[1] thomsonreuters.com

Top Domains in Tweet in G4:
[3] twitter.com
[1] c-span.org
[1] cnn.com
[1] isidewith.com

Top Domains in Tweet in G5:
[10] twitter.com
[2] npr.org
[2] foxnews.com
[1] realclearpolitics.com
[1] stpetepolls.org
[1] youtube.com
[1] zerohedge.com
[1] reportablenews.com

Top Domains in Tweet in G6:
[1] twinkrev.com
[1] monmouth.edu

Top Domains in Tweet in G7:
[27] thegatewaypundit.com
[1] zerohedge.com
[1] twitter.com

Top Domains in Tweet in G8:
[2] trib.al
[1] nbcnews.com

Top Domains in Tweet in G9:
[2] cnn.com
[1] twitter.com
[1] 1buv.com

Top Domains in Tweet in G10:
[84] twitter.com
[23] zerohedge.com
[3] trump-train.com
[2] morningconsult.com
[2] cnn.com
[2] washingtonpost.com
[2] youtube.com
[2] thegatewaypundit.com
[2] tradeforprofit.net
[1] msnbc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1313] newhampshire
[531] national
[473] nhprimary
[362] nhprimary2020
[282] breadlinebernie
[177] northcarolina
[161] newhampshireprimary
[119] california
[119] kag
[118] pocahantas



Top Hashtags in Tweet in G1:
[457] national
[217] newhampshire
[103] northcarolina
[52] new
[21] newhampshireprimary
[18] california
[7] nhprimary
[6] nhprimary2020
[2] endorsebernie
[1] demdebate

Top Hashtags in Tweet in G2:
[27] newhampshire
[27] nhprimary
[5] steyer
[5] yang
[4] northcarolina
[4] newhampshireprimary
[3] 10at10
[3] fitn
[3] national
[3] sanders

Top Hashtags in Tweet in G3:
[693] newhampshire
[39] northcarolina
[37] california
[12] national
[7] nhprimary2020
[5] newhampshireprimary
[4] thehox
[2] new
[2] endorsebernie
[1] berniefornh

Top Hashtags in Tweet in G4:
[40] nhprimary
[11] newhampshire
[8] newhampshireprimary
[4] demdebate
[3] national
[3] yanggang
[2] northcarolina
[2] catdaddy
[2] yang2020
[2] andrewyang

Top Hashtags in Tweet in G5:
[23] newhampshire
[18] demdebate
[8] rockthevote
[7] yanggang
[7] newhampshireprimary
[5] northcarolina
[5] sanders2020
[5] catdaddy
[5] elections2020
[4] national

Top Hashtags in Tweet in G6:
[59] newhampshire
[21] national
[4] northcarolina
[3] california
[3] yanggangfamily
[3] yanggangforever
[2] new
[2] stratham
[2] nh
[1] fitn

Top Hashtags in Tweet in G7:
[31] steyer
[31] yang
[31] warren
[31] biden
[31] bennet
[13] nhprimary
[8] breadlinebernie
[3] nhprimary2020
[2] pocahantas
[2] creepyjoe

Top Hashtags in Tweet in G8:
[39] newhampshire
[10] national
[5] californiaprimary
[5] northcarolina
[3] new
[2] newhampshireprimary
[2] nhprimary2020
[2] fitn
[2] california
[1] bernie2020

Top Hashtags in Tweet in G9:
[67] newhampshire
[52] california
[21] newhampshireprimary
[5] national
[4] northcarolina
[4] nhprimary
[4] new
[3] nhprimary2020
[3] sanders
[2] biden

Top Hashtags in Tweet in G10:
[31] nhprimary2020
[26] nhprimary
[20] newhampshireprimary
[10] newhampshire
[9] yang
[9] steyer
[8] fitn
[6] biden
[5] yanggang
[5] nhpolitics

Top Words
Top Words in Tweet in Entire Graph:
[9277] Words in Sentiment List#1: Positive
[4614] Words in Sentiment List#2: Negative
[214] Words in Sentiment List#3: Angry/Violent
[599240] Non-categorized Words
[613132] Total Words
[18343] yang
[18183] steyer
[15676] biden
[15194] warren
[13605] sanders

Top Words in Tweet in G1:
[3259] yang
[3252] steyer
[3199] warren
[3194] biden
[3167] sanders
[3134] buttigieg
[2589] klobuchar
[2475] gabbard
[2320] bloomberg
[2002] 11

Top Words in Tweet in G2:
[2137] results
[2065] total
[1692] sanders
[1690] buttigieg
[1605] steyer
[1604] yang
[1565] biden
[1558] warren
[1530] klobuchar
[1433] gabbard

Top Words in Tweet in G3:
[1218] steyer
[1217] yang
[1198] warren
[1194] biden
[1184] sanders
[1178] buttigieg
[1140] gabbard
[1131] klobuchar
[922] 14
[859] 11

Top Words in Tweet in G4:
[1117] yang
[1111] steyer
[1094] biden
[958] warren
[931] sanders
[918] gabbard
[891] votes
[824] klobuchar
[650] 14
[553] location

Top Words in Tweet in G5:
[898] yang
[876] steyer
[420] warren
[401] biden
[396] sanders
[312] klobuchar
[303] buttigieg
[299] bernie
[281] gabbard
[246] tulsi

Top Words in Tweet in G6:
[940] yang
[940] steyer
[930] sanders
[929] biden
[924] warren
[923] buttigieg
[913] klobuchar
[885] gabbard
[773] poll
[764] bloomberg

Top Words in Tweet in G7:
[698] yang
[695] steyer
[348] tom
[322] warren
[304] chance
[303] biden
[303] dropping
[303] race
[301] flies
[277] president

Top Words in Tweet in G8:
[1287] 13
[890] steyer
[889] yang
[882] biden
[874] warren
[870] buttigieg
[866] sanders
[860] klobuchar
[824] gabbard
[738] bloomberg

Top Words in Tweet in G9:
[999] steyer
[995] yang
[955] warren
[948] biden
[943] sanders
[935] buttigieg
[919] klobuchar
[893] gabbard
[613] hampshire
[568] cnn

Top Words in Tweet in G10:
[682] yang
[677] steyer
[299] warren
[298] biden
[219] gabbard
[193] sanders
[187] klobuchar
[175] bernie
[150] buttigieg
[143] bloomberg

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3788] yang,steyer
[2968] gabbard,steyer
[2570] biden,gabbard
[2097] klobuchar,yang
[2078] reporting,sanders
[2063] primary,results
[1848] sanders,25
[1847] sanders,26
[1826] 11,yang
[1766] tom,steyer

Top Word Pairs in Tweet in G1:
[1216] yang,steyer
[929] warren,14
[838] gabbard,steyer
[734] warren,11
[699] buttigieg,10
[658] klobuchar,yang
[645] 16,warren
[637] 14,warren
[636] bloomberg,16
[631] hampshire,primary

Top Word Pairs in Tweet in G2:
[1199] reporting,sanders
[1107] total,votes
[1107] votes,cast
[1107] cast,far
[1102] full,results
[968] primary,results
[957] nh,primary
[957] results,total
[867] fastest,nh
[783] klobuchar,19

Top Word Pairs in Tweet in G3:
[699] 11,yang
[694] buttigieg,11
[677] klobuchar,14
[673] 14,buttigieg
[673] biden,gabbard
[672] warren,steyer
[671] sanders,42
[671] 42,klobuchar
[671] yang,biden
[670] #newhampshire,exit

Top Word Pairs in Tweet in G4:
[526] hart's,location
[411] andrew,yang
[408] amy,klobuchar
[408] joe,biden
[408] biden,tulsi
[407] bernie,sanders
[407] tom,steyer
[406] elizabeth,warren
[405] tulsi,gabbard
[403] warren,andrew

Top Word Pairs in Tweet in G5:
[196] yang,steyer
[122] steyer,tulsi
[98] bernie,yang
[95] klobuchar,steyer
[95] gabbard,steyer
[93] tulsi,bernie
[87] andrew,yang
[87] tom,steyer
[87] yang,klobuchar
[83] last,week

Top Word Pairs in Tweet in G6:
[686] yang,steyer
[665] klobuchar,gabbard
[660] bloomberg,13
[655] north,carolina
[645] sanders,25
[639] 13,warren
[631] biden,19
[628] warren,12
[626] 25,biden
[625] carolina,highpointu

Top Word Pairs in Tweet in G7:
[346] tom,steyer
[301] dropping,flies
[200] president,trump
[185] joe,biden
[185] biden,sinking
[185] sinking,ship
[185] ship,primary
[185] primary,finish
[185] finish,better
[185] better,2nd

Top Word Pairs in Tweet in G8:
[644] klobuchar,yang
[615] sanders,26
[614] warren,13
[614] gabbard,steyer
[613] 13,bloomberg
[612] yang,gabbard
[608] 13,buttigieg
[602] 11,klobuchar
[601] biden,16
[601] bloomberg,11

Top Word Pairs in Tweet in G9:
[591] biden,gabbard
[533] klobuchar,steyer
[512] hampshire,primary
[508] warren,biden
[505] gabbard,klobuchar
[494] primary,voters
[485] cnn,hampshire
[485] voters,under
[485] under,30
[485] 30,years

Top Word Pairs in Tweet in G10:
[116] tom,steyer
[110] andrew,yang
[100] steyer,yang
[98] yang,steyer
[68] steyer,gabbard
[52] gabbard,steyer
[41] yang,drop
[39] biden,warren
[36] warren,biden
[36] nh,primary

Top Replied-To
Top Replied-To in Entire Graph:
@cnn
@dannybarefoot
@shaunking
@radiofreetom
@ppollingnumbers
@tomsteyer
@petebuttigieg
@dpakman
@sunraysunray
@kylekulinski

Top Replied-To in G1:
@cnn
@dpakman
@ppollingnumbers
@politics_polls
@ktforbiden
@gelliottmorris
@elucd_inc
@patfromm
@leftwardswing
@houstonfan00

Top Replied-To in G2:
@redistrict
@nilesgapol
@andrewsolender
@cnn
@seanhannity
@whitneyjstuart
@berniebrostar
@kkondik
@dangainor
@billscher

Top Replied-To in G3:
@ppollingnumbers
@eldon_katz
@nate_cohn
@bartellall
@josiahwampfler
@lmhaydu
@abiwilks
@yussipick
@dblsuited
@reuters

Top Replied-To in G4:
@danielsavickas
@msnbc
@southernersyang
@kylegriffin1
@chawx
@moral_mel
@michaelsatoshi
@damiaann21
@christo50881821
@myhlee

Top Replied-To in G5:
@shaunking
@tomsteyer
@petebuttigieg
@sethabramson
@andrewyang
@forgivenchy
@felon_fred
@proudresister
@isaacdovere
@briebriejoy

Top Replied-To in G6:
@cnn
@ppollingnumbers
@chinchillazllla
@hoothootberns
@itscigazze
@carlosamlopez
@clarknt67
@jacethechicken
@noahpinion
@spfcasual

Top Replied-To in G7:
@realdonaldtrump
@catturd2
@michaelbeatty3
@daisyifyoudo68
@ashleybc137
@melthehorsegirl
@decaturlegends
@suzetrup
@randizny
@barnes_law

Top Replied-To in G8:
@dcg1114
@abc
@davwim
@sairasameerarao
@cnn
@morningconsult
@sahilkapur
@jilevin
@scott_satzer

Top Replied-To in G9:
@cnn
@jakehirsch77
@politics_polls
@kevinmkruse
@jimgeraghty
@kallllisti
@edfischman
@morningconsult
@milesgriffin7
@bailyn_detville

Top Replied-To in G10:

Top Mentioned
Top Mentioned in Entire Graph:
@highpointu
@morningconsult
@greenpeaceusa
@msnbc
@berniesanders
@changepolls
@joebiden
@realdonaldtrump
@thehill
@decisiondeskhq

Top Mentioned in G1:
@morningconsult
@thehill
@joebiden
@changepolls
@highpointu
@theeconomist
@yougovus
@harris_x_
@dataprogress
@decisiondeskhq

Top Mentioned in G2:
@decisiondeskhq
@changepolls
@morningconsult
@cnn
@joebiden
@adamsextonwmur
@redistrict
@scaryfoxx
@highpointu
@thehill

Top Mentioned in G3:
@morningconsult
@changepolls
@reuters
@ipsos
@cnn
@dataprogress
@decisiondeskhq
@harris_x_
@thehill
@highpointu

Top Mentioned in G4:
@msnbc
@morningconsult
@scottsantens
@andrewyang
@tauruslondono
@amyklobuchar
@cdrosa
@cnn
@dataprogress
@meowyanggang

Top Mentioned in G5:
@berniesanders
@andrewyang
@morningconsult
@tomsteyer
@tulsigabbard
@mikebloomberg
@petebuttigieg
@amyklobuchar
@ewarren
@joebiden

Top Mentioned in G6:
@highpointu
@berniesanders
@morningconsult
@wsoctv
@changepolls
@dataprogress
@decisiondeskhq
@greenpeaceusa
@politics_polls
@frankfnbgrp

Top Mentioned in G7:
@realdonaldtrump
@gatewaypundit
@grrrgraphics
@candygirlclw
@potus
@republicansforb
@thehowie
@mikebloomberg
@changepolls
@rani_yachts

Top Mentioned in G8:
@highpointu
@morningconsult
@berniesanders
@changepolls
@decisiondeskhq
@abc
@msnbc
@ewarren
@traybridgewater
@greenpeaceusa

Top Mentioned in G9:
@cnn
@capitol_weekly
@highpointu
@morningconsult
@berniesanders
@unhsurveycenter
@greenpeaceusa
@changepolls
@decisiondeskhq
@milesklassin

Top Mentioned in G10:
@teresakopec

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@alllibertynews
@paoloigna1
@jojokejohn
@jurylady5
@phildecarolis
@immoralreport
@rk70534
@odio_nao
@cloudwanderer3

Top Tweeters in G1:
@alllibertynews
@odio_nao
@solutioneer72
@gottalaff
@argojournal
@bkindngood
@paxnostrum
@talkintou
@lechatnoire4
@just_old_joe

Top Tweeters in G2:
@joefreedomlove
@mharvey816
@myplace4u
@tim_fargo
@patriotmarie
@cindy_52s
@pmgeezer
@kenkircher1
@joec1776
@handsome_jake_

Top Tweeters in G3:
@mattmurph24
@raybae689
@doctorcara
@wally_wests
@reuters
@fwdcrocblu
@shaktilila
@yocibou
@libbyliberalnyc
@chumsknifeblade

Top Tweeters in G4:
@missb62
@phildecarolis
@bannerite
@flipthescript8
@_silversmith
@edgeoforever
@wechoosewisdom
@lawgirl318
@teckiegirl
@bndsnoopy61

Top Tweeters in G5:
@immoralreport
@_redfrog
@fieryreddragon
@kharyp
@dcexaminer
@txsleuthusa
@foxnews
@politicalant
@safimaasai
@rhcm123

Top Tweeters in G6:
@tates5a
@thatoneguy2440
@kavn
@patrick_fenelon
@laura78703
@sampson_elaine
@solon594bce
@wsoctv
@clarknt67
@anniegirl1138

Top Tweeters in G7:
@missyjo79
@isidormeyer1
@yojudenz
@soniaerasmus
@msavaarmstrong
@alistairpge
@tammywalt61
@harrellryan1
@mdlmurray
@shirleyringuet5

Top Tweeters in G8:
@navroopsingh_
@willseattle
@jilevin
@ungubunugu1274
@itswanda
@boerneaj
@linda1746
@ken_crichlow
@estarianne
@dalek_fan

Top Tweeters in G9:
@jojokejohn
@moonbootica
@pparzival
@onahunttoday
@ggg_says
@akuma_river
@senseof_outrage
@amcneer
@mariaoxbow
@kellyrek

Top Tweeters in G10:
@thepoliticalcat
@therussophile
@sweetfreedom29
@willbarrett_1
@fxbooklttg
@djsiri
@hedgeenergy
@ibangel
@katyinindy
@purrmonsta