CA GOP, Twitter, 9/16/2021 1:42:55 AM, 262142


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CA GOP_2021-09-15_17-27-27.xlsx
CA GOP_2021-09-15_17-27-27.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 16, 2021
Short Description:
CA GOP via NodeXL https://bit.ly/3zauyUd
@cmclymer
@gop
@kasie
@nycsouthpaw
@jakelobin
@larryelder
@rbreich
@gavinnewsom
@johncardillo
@torriangray

Top hashtags:
#votenoontherecall
#gop
#demvoice1
#ca
#californiarecall
#wtpblue
#onev1
#carecall

Description:
Description
The graph represents a network of 16,108 Twitter users whose recent tweets contained "CA GOP", 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, 16 September 2021 at 01:06 UTC.

The tweets in the network were tweeted over the 1-day, 20-hour, 10-minute period from Tuesday, 14 September 2021 at 04:09 UTC to Thursday, 16 September 2021 at 00:20 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 : 16108
Unique Edges : 22968
Edges With Duplicates : 2084
Total Edges : 25052
Number of Edge Types : 5
Retweet : 13971
MentionsInRetweet : 2085
Replies to : 4572
Mentions : 2901
Tweet : 1523
Self-Loops : 1584
Reciprocated Vertex Pair Ratio : 0.004149377593361
Reciprocated Edge Ratio : 0.00826446280991736
Connected Components : 1291
Single-Vertex Connected Components : 772
Maximum Vertices in a Connected Component : 13799
Maximum Edges in a Connected Component : 22850
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.435341
Graph Density : 8.6744517346429E-05
Modularity : 0.740823
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 16,108 Twitter users whose recent tweets contained "CA GOP", 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, 16 September 2021 at 01:06 UTC.

The tweets in the network were tweeted over the 1-day, 20-hour, 10-minute period from Tuesday, 14 September 2021 at 04:09 UTC to Thursday, 16 September 2021 at 00:20 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 : CA GOP
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:
[200] https://stopcafraud.com/
[182] https://twitter.com/rzstprogramming/status/1437080006895734788
[141] https://share.demcastusa.com/campaign/DFF59B7D-7EC3-43B2-B572-D3ED3B420AEC
[140] https://twitter.com/NancySinatra/status/1437988594644185088
[134] https://twitter.com/sahilkapur/status/1437999111932981250
[79] https://twitter.com/Ordinary1World/status/1437979064711598080
[67] https://twitter.com/cmclymer/status/1437982756479307778
[45] https://twitter.com/michelle_byoung/status/1428377597784862722
[44] https://twitter.com/atrupar/status/1437607092962140161
[41] https://www.latimes.com/politics/story/2021-09-15/newsom-democratic-recall-lessons-vaccine-mandates-trump

Top URLs in Tweet in G1:
[5] https://twitter.com/kasie/status/1437977095997726727
[3] https://twitter.com/Ordinary1World/status/1437979064711598080
[2] https://twitter.com/NancySinatra/status/1437988594644185088
[2] https://www.huffpost.com/entry/california-recall-gop-fraud-claims_n_61418e68e4b0628d09625308
[1] https://twitter.com/Redistrict/status/1437977687201562631
[1] https://twitter.com/rzstprogramming/status/1437080006895734788
[1] https://fivethirtyeight.com/live-blog/california-recall-election-newsom/
[1] https://twitter.com/cmclymer/status/1437982756479307778
[1] https://twitter.com/JakeLobin/status/1438204589036109827
[1] https://twitter.com/thehill/status/1438167977149480967

Top URLs in Tweet in G2:
[119] https://twitter.com/NancySinatra/status/1437988594644185088
[69] https://twitter.com/Ordinary1World/status/1437979064711598080
[58] https://twitter.com/cmclymer/status/1437982756479307778
[36] https://twitter.com/atrupar/status/1437607092962140161
[36] https://twitter.com/ronnehring/status/1437483465084186638
[33] https://twitter.com/byrobinepley/status/1437981950698934277
[30] https://twitter.com/tedlieu/status/1437953749423575041
[30] https://twitter.com/smc429/status/1437980546307526658
[25] https://twitter.com/JRubinBlogger/status/1437976753159483395
[14] https://crooksandliars.com/2021/09/newsom-elder-election-lie?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G3:
[177] https://stopcafraud.com/
[25] https://twitter.com/ronbrownstein/status/1438256703452053504
[11] https://abc7news.com/ca-recall-election-cost-of-gavin-newsom/11021178/
[7] http://trib.al/QAjWFHb
[7] https://twitter.com/joebiden/status/1437816410659430402
[6] https://twitter.com/NancySinatra/status/1437988594644185088
[5] https://www.nbcnews.com/politics/meet-the-press/two-big-trends-explain-how-gavin-newsom-easily-defeated-recall-n1279230
[5] https://twitter.com/kurtbardella/status/1437983315433230337
[4] https://twitter.com/Smiling_Trina/status/1437790905700864006
[4] https://opiniontoday.com/2021/09/09/the-california-recall-could-be-a-road-map-for-democrats/

Top URLs in Tweet in G4:
[9] https://stopcafraud.com/
[7] https://share.demcastusa.com/campaign/DFF59B7D-7EC3-43B2-B572-D3ED3B420AEC
[4] https://twitter.com/sahilkapur/status/1437999111932981250
[3] https://twitter.com/Ordinary1World/status/1437979064711598080
[3] https://twitter.com/kasie/status/1437976644615090177
[3] https://twitter.com/rzstprogramming/status/1437080006895734788
[3] https://spectrumnews1.com/ca/la-west/politics/2021/09/07/governor-newsom-s-approval-rating-remains-strong-heading-into-recall-election
[2] https://www.nybooks.com/daily/2020/10/31/how-safe-is-the-us-election-from-hacking/
[2] https://www.sos.ca.gov/elections/recalls/complete-list-recall-attempts
[2] https://twitter.com/smc429/status/1437980546307526658

Top URLs in Tweet in G5:
[121] https://twitter.com/sahilkapur/status/1437999111932981250
[38] https://www.latimes.com/politics/story/2021-09-15/newsom-democratic-recall-lessons-vaccine-mandates-trump
[38] https://twitter.com/ThePlumLineGS/status/1438153065903894530
[13] https://48hills.org/2021/08/gop-donors-and-allies-pour-more-big-money-into-the-chesa-boudin-recall/
[6] https://stopcafraud.com/
[5] https://twitter.com/NancySinatra/status/1437988594644185088
[5] https://twitter.com/mattsheffield/status/1438010873465884674
[4] https://twitter.com/DavidNir/status/1438172296385073153
[2] https://twitter.com/stevesingiser/status/1437971375197601799
[2] https://twitter.com/kasie/status/1437977642733645824

Top URLs in Tweet in G6:
[11] https://www.dailykos.com/stories/2021/9/15/2052309/-Abbreviated-Pundit-Roundup-CA-votes-while-the-GOP-continues-to-attack-democracy
[9] https://twitter.com/kasie/status/1437976644615090177
[6] https://www.businessinsider.com/experts-explain-gop-using-the-big-lie-in-ca-recall-2021-9
[6] https://twitter.com/kasie/status/1437977642733645824
[4] https://www.youtube.com/watch?v=opyoivya8uQ&feature=youtu.be

[4] https://abc7news.com/ca-recall-election-cost-of-gavin-newsom/11021178/
[4] https://twitter.com/latimes/status/1437989928382521349
[3] https://twitter.com/JonahDispatch/status/1437748034465579010
[3] https://trumptrainnews.com/2021/09/14/biden-attacks-trump-clone-gop-candidate-larry-elder-at-ca-rally/
[3] https://crooksandliars.com/2021/09/newsom-elder-election-lie

Top URLs in Tweet in G7:
[19] https://www.nybooks.com/daily/2020/10/31/how-safe-is-the-us-election-from-hacking/
[15] https://electionresults.sos.ca.gov/returns/maps/governor-recall
[11] https://crooksandliars.com/2021/09/newsom-elder-election-lie
[2] https://twitter.com/rschooley/status/1437984050342350853
[2] https://twitter.com/NancySinatra/status/1437988594644185088
[1] https://twitter.com/ronnehring/status/1437483465084186638
[1] https://twitter.com/42_dolphins/status/1437728105511088132
[1] https://www.youtube.com/watch?v=6T_Rj47nm0Q&feature=youtu.be


Top URLs in Tweet in G8:
[123] https://share.demcastusa.com/campaign/DFF59B7D-7EC3-43B2-B572-D3ED3B420AEC
[28] https://www.politico.com/news/2021/09/15/democrats-house-gop-maps-511868
[16] https://twitter.com/MotherJones/status/1437465436451393547
[14] https://www.huffpost.com/entry/larry-elder-california-recall-white-nationalist-kyle-chapman_n_613bb0a3e4b0dda4cbce985d
[5] https://www.dailykos.com/stories/2021/9/13/2052039/-CA-Gov-Gov-Gavin-Newsom-D-Is-Getting-A-Late-Surge-In-Latino-Support-In-Crushing-The-GOP-Recall
[5] https://twitter.com/atrupar/status/1437607092962140161
[5] https://twitter.com/ResisterSis20/status/1438088891802791936
[3] https://twitter.com/larryelder/status/1430404130527334404
[3] https://twitter.com/tedlieu/status/1437953749423575041
[2] https://www.alternet.org/2021/09/polling-vaccine-mandates/

Top URLs in Tweet in G9:
[5] https://twitter.com/NotNJ_Taxman/status/1437990787715899392

Top Domains
Top Domains in Tweet in Entire Graph:
[1717] twitter.com
[200] stopcafraud.com
[143] demcastusa.com
[70] latimes.com
[62] youtube.com
[53] washingtonpost.com
[45] crooksandliars.com
[43] politico.com
[43] ca.gov
[40] yahoo.com

Top Domains in Tweet in G1:
[20] twitter.com
[2] huffpost.com
[1] fivethirtyeight.com
[1] dailykos.com

Top Domains in Tweet in G2:
[560] twitter.com
[15] crooksandliars.com
[9] nytimes.com
[8] latimes.com
[5] stopcafraud.com
[5] demcastusa.com
[3] abc7news.com
[3] sfgate.com
[2] universityofcalifornia.edu
[2] everydayamericanjoe.com

Top Domains in Tweet in G3:
[177] stopcafraud.com
[175] twitter.com
[16] abc7news.com
[9] trib.al
[8] nytimes.com
[7] yahoo.com
[7] ca.gov
[6] medium.com
[6] latimes.com
[5] nbcnews.com

Top Domains in Tweet in G4:
[44] twitter.com
[9] stopcafraud.com
[7] demcastusa.com
[3] spectrumnews1.com
[2] washingtonpost.com
[2] nybooks.com
[2] ca.gov
[2] electionlawblog.org
[2] dailykos.com
[1] editorialboard.com

Top Domains in Tweet in G5:
[194] twitter.com
[38] latimes.com
[13] 48hills.org
[6] stopcafraud.com
[2] washingtonpost.com
[1] nybooks.com

Top Domains in Tweet in G6:
[198] twitter.com
[14] dailykos.com
[11] patch.com
[10] businessinsider.com
[9] youtube.com
[9] msn.com
[7] ca.gov
[7] cnn.com
[4] foxnews.com
[4] latimes.com

Top Domains in Tweet in G7:
[19] nybooks.com
[15] ca.gov
[11] crooksandliars.com
[6] twitter.com
[1] youtube.com

Top Domains in Tweet in G8:
[123] demcastusa.com
[40] twitter.com
[30] politico.com
[14] huffpost.com
[5] dailykos.com
[2] alternet.org
[2] nytimes.com
[2] cnbc.com
[2] rawstory.com
[2] msnbc.com

Top Domains in Tweet in G9:
[5] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[304] votenoontherecall
[179] gop
[164] demvoice1
[136] ca
[133] californiarecall
[120] wtpblue
[119] onev1
[87] carecall
[85] californiarecallelection
[65] recallfail



Top Hashtags in Tweet in G1:
[2] wildfires
[1] caldorfire
[1] dixiefire
[1] trump
[1] recallfail
[1] wasteoftime
[1] wasteoftaxpayersdollars
[1] wasteofattention
[1] homelessness
[1] covidvaccines

Top Hashtags in Tweet in G2:
[52] recallfail
[29] ca
[20] californiarecallelection
[16] ca48
[15] demvoice1
[14] basquefry
[14] wtpblue
[11] startrek
[11] ds9
[11] stoptherepublicanrecall

Top Hashtags in Tweet in G3:
[78] californiarecall
[62] breaking
[44] gop
[42] californiarecallelection
[31] ca
[30] carecall
[25] newsom
[22] bluewave2022
[18] votenoontherecall
[17] 1u

Top Hashtags in Tweet in G4:
[15] votenoontherecall
[5] bluewave2022
[5] carecall
[4] gop
[3] recallnewsom
[3] gqp
[3] recallfail
[2] california
[2] ca48
[2] basquefry

Top Hashtags in Tweet in G5:
[3] carecall
[3] recall
[3] abortionrights
[3] covid19
[1] demvoice1
[1] breaking
[1] gop
[1] gavinnewsom
[1] californiablue
[1] ca48

Top Hashtags in Tweet in G6:
[41] gop
[29] californiarecall
[13] ca
[12] recallelection
[12] newsom
[12] carecall
[11] californiarecallelection
[10] votenoontherecall
[9] california
[8] rigged

Top Hashtags in Tweet in G7:
[2] voteblue
[1] gopbetrayedamerica
[1] californiarecallelection

Top Hashtags in Tweet in G8:
[195] votenoontherecall
[143] demvoice1
[109] onev1
[101] wtpblue
[51] ca
[39] noontherecall
[39] fresh
[35] gop
[31] keepcaliforniablue
[28] forthepeopleact

Top Hashtags in Tweet in G9:
[2] californiarecallelection

Top Hashtags in Tweet in G10:
[1] voteblue2022
[1] votebluetosaveamerica

Top Words
Top Words in Tweet in Entire Graph:
[19675] gop
[18726] ca
[10648] newsom
[8840] gov
[8782] 2018
[6651] vote
[5972] voters
[5749] recall
[5241] money
[4845] gavin

Top Words in Tweet in G1:
[7700] newsom
[7694] gov
[7693] 2018
[3970] ca
[3969] gop
[3859] taxpayer
[3855] money
[3852] vote
[3852] 276m
[3849] spent

Top Words in Tweet in G2:
[3750] gop
[3739] ca
[883] recall
[556] elder
[518] election
[474] called
[442] california
[438] taxpayer
[410] fucking
[397] democrats

Top Words in Tweet in G3:
[2114] gop
[1962] ca
[837] recall
[694] election
[435] newsom
[285] gavin
[278] larryelder
[274] vote
[262] governor
[257] voters

Top Words in Tweet in G4:
[2439] gop
[1667] ca
[1214] kasie
[894] dems
[782] voters
[698] talking
[692] points
[614] recall
[593] people
[592] media

Top Words in Tweet in G5:
[1548] ca
[1263] gop
[596] down
[477] recall
[381] dems
[358] think
[355] big
[353] democrats
[352] elections
[349] over

Top Words in Tweet in G6:
[886] gop
[874] ca
[359] recall
[179] election
[177] newsom
[136] elder
[104] state
[90] larry
[90] vote
[81] money

Top Words in Tweet in G7:
[532] gop
[511] ca
[434] recall
[422] newsom
[330] party
[318] state
[317] trump
[315] high
[314] dems
[313] right

Top Words in Tweet in G8:
[475] ca
[370] gop
[363] vote
[355] recall
[196] today
[195] #votenoontherecall
[163] election
[162] last
[159] newsom
[149] day

Top Words in Tweet in G9:
[480] fl
[385] gop
[327] ca
[282] won
[282] win
[265] newsom
[242] margin
[242] major
[241] times
[240] part

Top Words in Tweet in G10:
[642] vote
[432] recall
[420] power
[236] ca
[236] gop
[210] buy
[210] media's
[210] current
[210] narrative
[210] failing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5461] ca,gop
[4795] gavin,newsom
[4663] ca,voters
[4344] gov,newsom
[4315] taxpayer,money
[4312] gov,gavin
[4306] last,night
[4293] newsom,elected
[4288] elected,61
[4288] 63,ca

Top Word Pairs in Tweet in G1:
[3848] gov,newsom
[3847] ca,voters
[3847] gop,spent
[3847] spent,276m
[3847] taxpayer,money
[3846] gov,gavin
[3846] gavin,newsom
[3846] newsom,elected
[3846] elected,61
[3846] 61,vote

Top Word Pairs in Tweet in G2:
[3104] ca,gop
[359] remember,californian
[359] californian,democrats
[359] democrats,rejected
[359] rejected,ca
[359] gop,sooo
[359] sooo,decisively
[359] decisively,election
[359] election,called
[359] called,30

Top Word Pairs in Tweet in G3:
[376] ca,gop
[288] recall,election
[262] gavin,newsom
[238] ca,recall
[197] big,lie
[187] governor,gavin
[181] ca,legislature
[178] gop,big
[176] here's,link
[176] link,raising

Top Word Pairs in Tweet in G4:
[688] gop,talking
[687] talking,points
[573] voters,ca
[572] dems,disarray
[570] kasie,another
[570] another,media
[570] media,figure
[570] figure,vomiting
[570] vomiting,gop
[570] points,voters

Top Word Pairs in Tweet in G5:
[706] ca,gop
[346] ca,dems
[343] recall,attempt
[342] think,pontificating
[342] pontificating,democrats
[342] democrats,caught
[342] caught,pants
[342] pants,down
[342] down,facing
[342] facing,big

Top Word Pairs in Tweet in G6:
[282] ca,gop
[116] ca,recall
[77] larry,elder
[57] recall,election
[36] gavin,newsom
[26] gop,ca
[23] gov,gavin
[23] 276,million
[21] 300,million
[17] gop,continues

Top Word Pairs in Tweet in G7:
[310] ca,dems
[310] state,gop
[309] newsom,survived
[309] survived,recall
[309] recall,made
[309] made,trump
[309] trump,pandemic
[309] pandemic,ca
[309] dems,awoke
[309] awoke,stupor

Top Word Pairs in Tweet in G8:
[190] ca,recall
[149] last,day
[142] gop,recall
[141] gavin,newsom
[138] ca,voters
[128] vote,ca
[126] recall,election
[123] recall,gavin
[123] newsom,replace
[123] replace,trumpublican

Top Word Pairs in Tweet in G9:
[240] newsom,won
[240] won,part
[240] part,ca
[240] ca,voter
[240] voter,rolls
[240] rolls,sup
[240] sup,elections
[240] elections,offices
[240] offices,mess
[240] mess,cleaned

Top Word Pairs in Tweet in G10:
[210] buy,media's
[210] media's,current
[210] current,narrative
[210] narrative,recall
[210] recall,ca
[210] ca,failing
[210] failing,vote
[210] vote,california
[210] california,vote
[210] vote,recall

Top Replied-To
Top Replied-To in Entire Graph:
@kasie
@nbcnews
@mysterysolvent
@cmclymer
@yellowpaiges
@gop
@imillhiser
@nycsouthpaw
@chriscillizza
@larryelder

Top Replied-To in G1:
@cmclymer
@lawyeronthelam
@marston4ca42
@jordandvdsn
@robertjdenault
@djrothkopf
@walshfreedom
@justinahorwitz
@iampoliticsgirl
@kasie

Top Replied-To in G2:
@nbcnews
@mysterysolvent
@cmclymer
@kasie
@chriscillizza
@msnbc
@jrubinblogger
@chrispy_kreeme
@joncoopertweets
@meidastouch

Top Replied-To in G3:
@gop
@larryelder
@mmpadellan
@dancrenshawtx
@gavinnewsom
@ianbassin
@kasie
@neeratanden
@cmclymer
@tomilahren

Top Replied-To in G4:
@kasie
@yellowpaiges
@latimes
@kurtbardella
@redistrict
@js_edit
@nycsouthpaw
@angieinwastate
@imillhiser
@abc7

Top Replied-To in G5:
@imillhiser
@nycsouthpaw
@karoli
@daveweigel
@blakehounshell
@chrislhayes
@tristansnell
@ferrazzanojay
@kasie
@noahkayray

Top Replied-To in G6:
@gunningcheryl

Top Replied-To in G7:
@bader_diedrich
@realstanvg
@rbreich
@rschooley
@matthewjdowd
@thereidout
@joyannreid
@steve_glazer
@jadedcreative
@lindamarkss

Top Replied-To in G8:
@eileenvan55
@lau56
@indivisiblevent
@nbcnews
@rosetecheryl
@murphymike
@binkscat1
@kasie
@fake_biden
@moonbeamvotes

Top Replied-To in G9:
@_yvonneburton
@johncardillo
@jamesmiller62
@mjolnir_storm

Top Mentioned
Top Mentioned in Entire Graph:
@gop
@larryelder
@gavinnewsom
@cagop
@kevin_faulconer
@kasie
@blakehounshell
@gopchairwoman
@msnbc
@gopleader

Top Mentioned in G1:
@cmclymer
@kurtbardella
@cagop
@elepitts1997
@giannoulias
@theswprincess
@andrea9192
@gop

Top Mentioned in G2:
@cagop
@ocgop
@joncoopertweets
@gop
@repsteel
@jeanguerre
@roguecitizenone
@kevin_faulconer
@blakehounshell
@rzstprogramming

Top Mentioned in G3:
@gop
@larryelder
@gavinnewsom
@cagop
@gopchairwoman
@msnbc
@gopleader
@ca_dem
@cnn
@housegop

Top Mentioned in G4:
@kasie
@gop
@redistrict
@jamesfallows
@latimes
@cnn
@gavinnewsom
@twitter
@larryelder
@therickwilson

Top Mentioned in G5:
@kevin_faulconer
@blakehounshell
@melmason
@hookjan
@chesaboudin
@chrislhayes
@gop
@daveweigel
@kasie
@nycsouthpaw

Top Mentioned in G7:
@gop
@joyannreid
@srk1951mn
@marc_berman
@vanderstelttina
@matthewjdowd
@kevinmkruse
@cagop
@thereidout
@cmclymer

Top Mentioned in G8:
@gop
@11thhour
@indivisibleteam
@sissyroxx
@doral_academy
@joncoopertweets
@demcastusa
@democracystorm
@sahluwal
@indivisible25sv

Top Mentioned in G9:
@dailykos
@bryvkin
@willchamberlain
@cernovich

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@odio_nao
@cagney1991
@kat4obama
@rjber15
@cloudwanderer3
@serendipitysays
@thereal_rebel
@billm9
@iartg

Top Tweeters in G1:
@onahunttoday
@awelab1956
@gpwriter
@iveyjanette_207
@micjojd
@abimtheballer
@dart_adams
@linda1746
@windmillcharger
@jrbkjrbk

Top Tweeters in G2:
@billm9
@thepoliticalcat
@debilu2
@truthglow
@lesleygsmith3
@foggybottomgal
@88seattle61
@hijcp
@rpmsports18
@spencz1997

Top Tweeters in G3:
@thehill
@vedehimajumdar
@sar_oso
@alizardx
@lavenderblue27
@reuters
@phendricks71
@morgfair
@billieo2
@support_dem

Top Tweeters in G4:
@cagney1991
@kat4obama
@rjber15
@serendipitysays
@inspiteoftrump
@bannerite
@padakitty
@lechatnoire4
@talkintou
@paxnostrum

Top Tweeters in G5:
@phillip92321
@akuma_river
@amyayers16
@meidas_damon
@wally_wests
@jhamby
@cnbsnana
@fieryreddragon
@itswanda
@deathtocrazy

Top Tweeters in G6:
@n7irl
@fl85
@boandsunny
@iamsophianelson
@asj519
@joeofthenorth
@willsmirk4food
@cadetkb
@earnest_one
@shoshpd

Top Tweeters in G7:
@odio_nao
@thereal_rebel
@jilevin
@nancypeggy
@pink1963dsw
@elkehollings
@laura78703
@sabulosaa
@netbacker
@ncfarmer321

Top Tweeters in G8:
@rcrockett
@princessbravato
@patricklee6669
@loulachat
@trumpwatchnews
@safetypindaily
@robert_hove
@deemoney521
@belladonamodels
@clayreinabq

Top Tweeters in G9:
@patriotmarie
@patriot_girl_tx
@starcoreone02
@_yvonneburton
@saveaslave
@jimw_in_nm
@k1erry
@nooneishere51
@fbag_mag
@macbetty

Top Tweeters in G10:
@vampirecherrie
@vonwolf9
@rlas19
@ultraviolet_end
@crazzzyken
@kirbyallen00
@isearch4sanity
@litlat
@habibahmohamad
@trawbrenda