Big Lie, Twitter, 4/3/2021 2:18:07 PM, 251876


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Big Lie_2021-04-03_05-54-11.xlsx
Big Lie_2021-04-03_05-54-11.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 03, 2021
Short Description:
Big Lie via NodeXL https://bit.ly/31J0GQB
@earlofenough
@jakelobin
@alycedennison
@mlb
@mmpadellan
@timodc
@allinwithchris
@jordanschachtel
@kimstrassel
@mattnegrin

Top hashtags:
#forthepeopleact
#boycottmlb
#dems4usa
#wtpblue
#demvoice1
#big_australia_is_a_lie

Description:
Description
The graph represents a network of 16,432 Twitter users whose recent tweets contained "Big Lie", 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 Saturday, 03 April 2021 at 13:39 UTC.

The tweets in the network were tweeted over the 20-hour, 20-minute period from Friday, 02 April 2021 at 16:33 UTC to Saturday, 03 April 2021 at 12:54 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 : 16432
Unique Edges : 24426
Edges With Duplicates : 2847
Total Edges : 27273
Number of Edge Types : 5
Replies to : 4568
Mentions : 3974
Retweet : 13309
MentionsInRetweet : 4081
Tweet : 1341
Self-Loops : 1401
Reciprocated Vertex Pair Ratio : 0.00190357955721084
Reciprocated Edge Ratio : 0.00379992565362852
Connected Components : 1617
Single-Vertex Connected Components : 662
Maximum Vertices in a Connected Component : 12380
Maximum Edges in a Connected Component : 23397
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.627705
Graph Density : 8.96722993211647E-05
Modularity : 0.719143
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 16,432 Twitter users whose recent tweets contained "Big Lie", 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 Saturday, 03 April 2021 at 13:39 UTC.

The tweets in the network were tweeted over the 20-hour, 20-minute period from Friday, 02 April 2021 at 16:33 UTC to Saturday, 03 April 2021 at 12:54 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 : Big Lie
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:
[691] https://www.msnbc.com/all-in/watch/-it-s-pretty-bad-beto-o-rourke-talks-texas-voter-suppression-bill-109533253831
[479] https://twitter.com/cbsthismorning/status/1377946781183541248
[442] https://presswatchers.org/2021/04/as-voting-issue-gets-white-hot-political-reporters-try-to-duck-the-moral-implications/
[371] https://dossier.substack.com/p/the-big-lie-how-covid-19-became-a
[324] https://www.wsj.com/articles/corporate-americas-big-lie-11617315583?reflink=desktopwebshare_twitter
[271] https://twitter.com/cbcalerts/status/1378063074331070465
[265] https://www.wsj.com/articles/corporate-americas-big-lie-11617315583
[239] https://www.nbcnews.com/news/us-news/mlb-pulls-all-star-game-georgia-wake-restrictive-new-voting-n1262930?cid=sm_npd_ms_tw_ma
[229] https://twitter.com/mattdizwhitlock/status/1378062059347251204
[227] https://dossier.substack.com/p/the-big-lie-how-covid-19-became-a?r=6a3x3&utm_campaign=post&utm_medium=web&utm_source=twitter

Top URLs in Tweet in G1:
[571] https://www.msnbc.com/all-in/watch/-it-s-pretty-bad-beto-o-rourke-talks-texas-voter-suppression-bill-109533253831
[246] https://twitter.com/cbcalerts/status/1378063074331070465
[237] https://www.nbcnews.com/news/us-news/mlb-pulls-all-star-game-georgia-wake-restrictive-new-voting-n1262930?cid=sm_npd_ms_tw_ma
[96] https://www.nytimes.com/2021/04/02/us/politics/georgia-voting-law-annotated.html
[79] https://twitter.com/cbsthismorning/status/1377946781183541248
[67] https://twitter.com/HotlineJosh/status/1378061899888267278
[57] https://presswatchers.org/2021/04/as-voting-issue-gets-white-hot-political-reporters-try-to-duck-the-moral-implications/
[41] https://twitter.com/ABC/status/1378056878429761539
[35] https://twitter.com/atrupar/status/1375591284509917188
[31] https://twitter.com/jeremyherb/status/1377750680136519681

Top URLs in Tweet in G2:
[47] https://www.msnbc.com/all-in/watch/-it-s-pretty-bad-beto-o-rourke-talks-texas-voter-suppression-bill-109533253831
[16] https://fortune.com/longform/dominion-voting-lawsuits-fox-news-trump-allies-2020-election-libel-conspiracy-theories/
[10] https://twitter.com/cbsthismorning/status/1377946781183541248
[7] https://twitter.com/GingerMermaid1/status/1378034135760044033
[6] https://twitter.com/cbcalerts/status/1378063074331070465
[6] https://twitter.com/kathrynresister/status/1378123829633904642
[5] https://www.washingtonpost.com/opinions/georgia-republicans-are-bent-on-keeping-trumps-big-lie-alive/2021/04/02/b65a00e4-93e8-11eb-a74e-1f4cf89fd948_story.html
[4] https://twitter.com/lauralobiancos1/status/1378057388331241474
[4] https://www.rawstory.com/trump-capitol-police-condolences/
[4] https://twitter.com/lazingaro/status/1374290707515576323

Top URLs in Tweet in G3:
[65] https://www.msnbc.com/opinion/trump-s-big-lie-has-become-gop-s-newest-voter-n1258531
[8] https://www.msnbc.com/all-in/watch/-it-s-pretty-bad-beto-o-rourke-talks-texas-voter-suppression-bill-109533253831
[7] https://nrsc.org/press-releases/nrsc-chairman-rick-scott-democrats-engaged-in-big-lie-on-election-reform-2021-03-29/
[6] https://www.nytimes.com/2021/04/02/us/politics/georgia-voting-law-annotated.html
[6] https://twitter.com/stphnfwlr/status/1378125588922269697
[6] https://www.washingtonpost.com/opinions/georgia-republicans-are-bent-on-keeping-trumps-big-lie-alive/2021/04/02/b65a00e4-93e8-11eb-a74e-1f4cf89fd948_story.html
[5] https://twitter.com/cbsthismorning/status/1377946781183541248
[5] https://twitter.com/GOPLeader/status/1378049172578820097
[4] https://presswatchers.org/2021/04/as-voting-issue-gets-white-hot-political-reporters-try-to-duck-the-moral-implications/
[4] https://www.wsj.com/articles/corporate-americas-big-lie-11617315583

Top URLs in Tweet in G4:
[323] https://www.wsj.com/articles/corporate-americas-big-lie-11617315583?reflink=desktopwebshare_twitter
[249] https://www.wsj.com/articles/corporate-americas-big-lie-11617315583
[222] https://twitter.com/mattdizwhitlock/status/1378062059347251204
[99] https://twitter.com/jaketapper/status/1378068245807267843
[40] https://trib.al/BXsrqx6
[18] https://dossier.substack.com/p/the-big-lie-how-covid-19-became-a?r=6a3x3&utm_campaign=post&utm_medium=web&utm_source=twitter
[11] https://trib.al/tRdS5YK
[10] https://twitter.com/jaketapper/status/1378073715888558081
[8] https://dossier.substack.com/p/the-big-lie-how-covid-19-became-a
[8] https://twitter.com/MeidasTouch/status/1375898902457540610

Top URLs in Tweet in G5:
[83] https://twitter.com/lauralobiancos1/status/1378057388331241474
[9] https://twitter.com/gopleader/status/1378049172578820097
[8] https://fivethirtyeight.com/features/the-states-where-efforts-to-restrict-voting-are-escalating/
[7] https://www.msnbc.com/all-in/watch/-it-s-pretty-bad-beto-o-rourke-talks-texas-voter-suppression-bill-109533253831
[6] https://www.washingtonpost.com/opinions/georgia-republicans-are-bent-on-keeping-trumps-big-lie-alive/2021/04/02/b65a00e4-93e8-11eb-a74e-1f4cf89fd948_story.html?itid=hp_opinions
[6] https://www.npr.org/2021/02/08/965342252/timeline-what-trump-told-supporters-for-months-before-they-attacked
[2] https://twitter.com/HotlineJosh/status/1378061899888267278
[2] https://twitter.com/BrentBozell/status/1378064723585941510
[2] https://www.cnn.com/2021/04/01/business/coca-cola-ceo-georgia-voting-law/index.html
[1] https://twitter.com/mama_c2/status/1378186168416796673

Top URLs in Tweet in G6:
[373] https://twitter.com/cbsthismorning/status/1377946781183541248
[370] https://presswatchers.org/2021/04/as-voting-issue-gets-white-hot-political-reporters-try-to-duck-the-moral-implications/
[45] https://www.msnbc.com/all-in/watch/-it-s-pretty-bad-beto-o-rourke-talks-texas-voter-suppression-bill-109533253831
[11] https://twitter.com/spiroagnewghost/status/1378054955639042048
[9] https://twitter.com/cbcalerts/status/1378063074331070465
[6] https://twitter.com/GOPChairwoman/status/1378052768741650435
[6] https://twitter.com/HotlineJosh/status/1378061899888267278
[5] https://www.nytimes.com/2021/04/02/us/politics/georgia-voting-law-annotated.html
[4] https://twitter.com/staceyabrams/status/1378071435244101633
[4] https://twitter.com/OlgaNYC1211/status/1378112730226364417

Top URLs in Tweet in G7:
[36] https://www.washingtonpost.com/opinions/georgia-republicans-are-bent-on-keeping-trumps-big-lie-alive/2021/04/02/b65a00e4-93e8-11eb-a74e-1f4cf89fd948_story.html
[20] https://www.washingtonpost.com/opinions/georgia-republicans-are-bent-on-keeping-trumps-big-lie-alive/2021/04/02/b65a00e4-93e8-11eb-a74e-1f4cf89fd948_story.html?tid=ss_tw
[12] https://dossier.substack.com/p/the-big-lie-how-covid-19-became-a
[9] https://www.wsj.com/articles/corporate-americas-big-lie-11617315583
[6] https://www.ndtv.com/india-news/remember-bihars-rs-1-lakh-per-kg-crop-report-says-it-was-a-big-lie-2405329
[4] https://twitter.com/RepJeffDuncan/status/1378074529076015106
[4] https://www.retargetingnews.com/remember-bihars-rs-1-lakh-per-kg-crop-report-says-it-was-a-big-lie/
[4] https://www.rawstory.com/trump-capitol-police-condolences/
[3] https://twitter.com/GovKemp/status/1378082793528430594
[3] https://twitter.com/brithume/status/1377977428115656707

Top URLs in Tweet in G8:
[338] https://dossier.substack.com/p/the-big-lie-how-covid-19-became-a
[204] https://dossier.substack.com/p/the-big-lie-how-covid-19-became-a?r=6a3x3&utm_campaign=post&utm_medium=web&utm_source=twitter
[33] https://dossier.substack.com/p/the-big-lie-how-covid-19-became-a?r=7x8g5&utm_campaign=post&utm_medium=web&utm_source=twitter
[19] https://dossier.substack.com/p/the-big-lie-how-covid-19-became-a?utm_campaign=post&utm_medium=email&utm_source=twitter
[7] https://dossier.substack.com/p/the-big-lie-how-covid-19-became-a?utm_campaign=post&utm_medium=web&utm_source=twitter
[3] https://twitter.com/mattdizwhitlock/status/1378062059347251204
[2] https://dossier.substack.com/p/the-big-lie-how-covid-19-became-a?utm_campaign=post&utm_medium=web&utm_source=copy
[2] https://twitter.com/JordanSchachtel/status/1378052936702509057
[1] https://dossier.substack.com/p/the-big-lie-how-covid-19-became-a?r=2fam2&utm_campaign=post&utm_medium=email&utm_source=twitter
[1] https://dossier.substack.com/p/the-big-lie-how-covid-19-became-a?r=44kop&utm_campaign=post&utm_medium=email&utm_source=twitter

Top URLs in Tweet in G9:
[2] https://www.nytimes.com/2021/04/02/us/politics/georgia-voting-law-annotated.html
[1] https://twitter.com/Leslie68708239/status/1377285538512838660?s=20
[1] https://twitter.com/jaketapper/status/1378068245807267843
[1] https://twitter.com/mattdizwhitlock/status/1378062059347251204
[1] https://www.washingtonpost.com/opinions/georgia-republicans-are-bent-on-keeping-trumps-big-lie-alive/2021/04/02/b65a00e4-93e8-11eb-a74e-1f4cf89fd948_story.html
[1] https://twitter.com/jaketapper/status/1378073715888558081

Top Domains
Top Domains in Tweet in Entire Graph:
[2563] twitter.com
[772] msnbc.com
[676] substack.com
[606] wsj.com
[442] presswatchers.org
[251] nbcnews.com
[179] trib.al
[134] nytimes.com
[132] washingtonpost.com
[95] ndtv.com

Top Domains in Tweet in G1:
[648] twitter.com
[583] msnbc.com
[245] nbcnews.com
[99] nytimes.com
[57] presswatchers.org
[29] theguardian.com
[19] rawstory.com
[11] washingtonpost.com
[11] cnn.com
[7] dallasnews.com

Top Domains in Tweet in G2:
[104] twitter.com
[48] msnbc.com
[16] fortune.com
[5] trib.al
[5] washingtonpost.com
[4] rawstory.com
[3] nytimes.com
[3] yahoo.com
[2] freep.com
[2] politicususa.com

Top Domains in Tweet in G3:
[162] twitter.com
[74] msnbc.com
[13] nytimes.com
[9] washingtonpost.com
[8] wsj.com
[7] nrsc.org
[4] presswatchers.org
[4] frontpagelive.com
[3] trib.al
[3] nbcnews.com

Top Domains in Tweet in G4:
[579] wsj.com
[368] twitter.com
[55] trib.al
[27] substack.com
[7] nrsc.org
[4] businessinsider.com
[2] nytimes.com
[2] msnbc.com
[1] humanevents.com
[1] legiscan.com

Top Domains in Tweet in G5:
[100] twitter.com
[8] fivethirtyeight.com
[7] washingtonpost.com
[7] msnbc.com
[6] npr.org
[2] cnn.com
[1] theguardian.com

Top Domains in Tweet in G6:
[435] twitter.com
[370] presswatchers.org
[45] msnbc.com
[5] nytimes.com
[3] vox.com
[1] americasvoice.org
[1] theguardian.com

Top Domains in Tweet in G7:
[207] twitter.com
[65] washingtonpost.com
[19] substack.com
[11] ndtv.com
[10] wsj.com
[9] amazon.com
[5] yahoo.com
[5] rawstory.com
[4] retargetingnews.com
[3] youtube.com

Top Domains in Tweet in G8:
[608] substack.com
[7] twitter.com
[1] theguardian.com

Top Domains in Tweet in G9:
[4] twitter.com
[2] nytimes.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[378] forthepeopleact
[183] boycottmlb
[175] dems4usa
[162] wtpblue
[160] demvoice1
[155] big_australia_is_a_lie
[150] offshores_dreams_matter
[133] mlballstargame
[128] clear_plan_for_skilled_migration
[115] australia_is_no_longer_my_destination



Top Hashtags in Tweet in G1:
[313] forthepeopleact
[39] oh4
[33] 1/6/2021 12:00:00 AM
[31] dems4usa
[24] wtpblue
[22] demvoice1
[21] boycottmlb
[12] thebiglie
[10] gapol
[10] gop

Top Hashtags in Tweet in G2:
[137] boycottmlb
[33] forthepeopleact
[13] mlballstargame
[11] capitolriots
[5] demvoice1
[5] wtpblue
[5] dems4usa
[5] votersuppression
[2] repealthegeorgiajclaw
[2] trump

Top Hashtags in Tweet in G3:
[66] mlballstargame
[14] gopliesabouteverything
[12] refutethebiglie
[12] seditioncaucus
[10] thebiglie
[9] neverforget
[8] 1/6/2021 12:00:00 AM
[8] gop
[6] boycottmlb
[6] youownthis

Top Hashtags in Tweet in G4:
[3] newjimcrow
[3] cancelculture
[3] readthebill
[3] trump
[2] gqptraitors
[2] savedemocracy
[2] boycott
[1] resign
[1] demvoice1
[1] wtpblue

Top Hashtags in Tweet in G5:
[132] dems4usa
[126] wtpblue
[126] demvoice1
[43] voteblue22
[43] voteblue2022
[43] gqp
[43] demcast
[43] mlballstargame
[14] boycottmlb
[10] onev1

Top Hashtags in Tweet in G6:
[12] forthepeopleact
[5] cancelfox
[3] mattgaetzisapervert
[2] sb202
[2] democratsareracists
[2] republicansaretheproblem
[1] boycottmlb
[1] oh4
[1] negligenthomicide
[1] demvoice1

Top Hashtags in Tweet in G7:
[5] mlb
[5] the
[4] trump
[3] maga
[3] biglie
[2] thebiglie
[2] smartnews
[2] msnbc
[2] cnn
[2] gop

Top Hashtags in Tweet in G8:
[2] linux
[2] hcq
[2] drzelenko
[1] wef
[1] farrakhan
[1] lincolnproject

Top Hashtags in Tweet in G9:
[1] stopvotersuppression

Top Words
Top Words in Tweet in Entire Graph:
[18255] big
[17901] lie
[3569] voter
[3053] republicans
[2691] gop
[2456] capitol
[2412] suppression
[2043] trump
[2007] right
[1919] democracy

Top Words in Tweet in G1:
[5522] big
[5266] lie
[1857] voter
[1483] suppression
[1417] capitol
[1266] republicans
[1174] against
[1158] time
[1147] same
[948] over

Top Words in Tweet in G2:
[2589] big
[2530] lie
[997] democracy
[994] right
[982] matt
[980] gaetz
[978] gop
[975] liz
[975] cheney
[958] attacks

Top Words in Tweet in G3:
[2172] lie
[2157] big
[441] gop
[339] trump
[331] election
[279] voter
[268] people
[260] capitol
[214] mlb
[198] republicans

Top Words in Tweet in G4:
[1001] big
[791] lie
[617] corporate
[615] america
[610] dishonest
[494] narrative
[491] entirely
[381] wsjopinion
[365] one
[362] kimstrassel

Top Words in Tweet in G5:
[1203] big
[1200] lie
[745] glad
[741] gone
[739] today
[738] death
[738] condolences
[737] former
[737] blather
[736] officer

Top Words in Tweet in G6:
[1118] anti
[1091] big
[1083] lie
[807] republicans
[752] voting
[746] outlet
[740] covering
[459] voter
[444] suppression
[418] using

Top Words in Tweet in G7:
[738] lie
[718] big
[136] trump
[98] republicans
[86] georgia
[64] one
[63] people
[58] alive
[56] bent
[56] keeping

Top Words in Tweet in G8:
[529] disinformation
[528] operation
[474] important
[320] big
[315] brilliant
[315] lie
[304] jordanschachtel
[290] wrapped
[275] covid
[274] 19

Top Words in Tweet in G9:
[131] lie
[127] big
[32] voting
[30] mlb
[26] people
[25] election
[24] insurrection
[23] law
[16] win
[15] georgia

Top Words in Tweet in G10:
[147] jype
[147] turns
[147] blind
[147] eye
[147] issue
[147] care
[147] idols
[147] safety
[147] such
[147] big

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[15771] big,lie
[2390] voter,suppression
[1301] matt,gaetz
[1295] straight,gop
[1266] liz,cheney
[1246] defends,big
[1244] gop,attacks
[1244] attacks,liz
[1244] cheney,democracy
[1244] democracy,defends

Top Word Pairs in Tweet in G1:
[4838] big,lie
[1479] voter,suppression
[889] capitol,security
[847] suppression,bills
[604] using,big
[597] republicans,using
[595] first,place
[594] really,made
[593] seek,firefighter
[593] firefighter,arsonist

Top Word Pairs in Tweet in G2:
[2368] big,lie
[978] matt,gaetz
[975] liz,cheney
[956] straight,gop
[956] gop,attacks
[956] attacks,liz
[956] cheney,democracy
[956] democracy,defends
[956] defends,big
[956] lie,pervert

Top Word Pairs in Tweet in G3:
[2013] big,lie
[148] voter,suppression
[86] voter,fraud
[75] cancel,culture
[75] right,vote
[70] star,game
[69] black,voters
[67] gop,hates
[67] black,brown
[66] trying,cancel

Top Word Pairs in Tweet in G4:
[764] big,lie
[613] corporate,america
[346] writes,kimstrassel
[336] throwing,lot
[336] lot,one
[336] one,partisan
[336] partisan,brass
[336] brass,knuckle
[336] knuckle,dishonest
[336] dishonest,campaigns

Top Word Pairs in Tweet in G5:
[1175] big,lie
[741] glad,gone
[737] condolences,blather
[737] blather,big
[737] lie,glad
[733] look,former
[733] former,guy's
[733] guy's,statement
[733] statement,released
[733] released,death

Top Word Pairs in Tweet in G6:
[1063] big,lie
[746] anti,voting
[746] voting,republicans
[443] voter,suppression
[374] spreading,big
[373] news,outlet
[373] outlet,using
[373] using,democrats
[373] democrats,claim
[373] claim,soften

Top Word Pairs in Tweet in G7:
[502] big,lie
[67] trump,big
[57] lie,alive
[55] georgia,republicans
[55] bent,keeping
[55] keeping,trump
[53] republicans,bent
[26] opinion,georgia
[23] big,fat
[22] gonna,lie

Top Word Pairs in Tweet in G8:
[528] disinformation,operation
[313] big,lie
[274] covid,19
[272] lie,covid
[272] operation,wrapped
[272] wrapped,virus
[271] 19,became
[271] became,disinformation
[237] vitally,important
[237] important,western

Top Word Pairs in Tweet in G9:
[114] big,lie
[14] lie,insurrection
[13] fellow,gopers
[13] gopers,decided
[13] decided,restrict
[13] restrict,voting
[13] voting,following
[13] following,big
[13] insurrection,spearheaded
[13] spearheaded,wow

Top Word Pairs in Tweet in G10:
[147] jype,turns
[147] turns,blind
[147] blind,eye
[147] eye,issue
[147] issue,care
[147] care,idols
[147] idols,safety
[147] safety,such
[147] such,big
[147] big,lie

Top Replied-To
Top Replied-To in Entire Graph:
@govkemp
@lindseygrahamsc
@gopleader
@tedcruz
@repjeffduncan
@leadermcconnell
@repbuddycarter
@angry_staffer
@byaaroncdavis
@hotlinejosh

Top Replied-To in G1:
@lindseygrahamsc
@govkemp
@angry_staffer
@byaaroncdavis
@hotlinejosh
@brentbozell
@mzhemingway
@bluestein
@repjeffduncan
@kloeffler

Top Replied-To in G2:
@jakelobin
@steventdennis
@mysterysolvent
@govkemp
@numbers28
@cancelfascism
@johncollins_kp
@monty_2012
@abc
@braves

Top Replied-To in G3:
@gopleader
@tedcruz
@repjeffduncan
@leadermcconnell
@govkemp
@repbuddycarter
@thehill
@gopchairwoman
@projectlincoln
@briankempga

Top Replied-To in G4:
@baseballcrank
@gabrielsterling
@kimstrassel
@michaeldell
@rising_serpent
@brithume
@mattdizwhitlock
@ariberman
@wsjopinion
@wsj

Top Replied-To in G5:
@ordinary1world
@mmpadellan
@fendieveri
@mtgreenee
@imao_
@jeffpassan
@veteran97178373
@thehill
@beccaboo107
@trummel_adam

Top Replied-To in G6:
@whcos
@mattnegrin
@greschenthaler
@lizfungirl
@dwarrenf
@marybruno_
@param91900
@msnbc
@amandacarpenter
@kevdgrussing

Top Replied-To in G8:
@sharpiedj
@jordanschachtel
@guardian
@kwardtv
@rising_serpent

Top Replied-To in G9:
@redsteeze
@funder
@mccormackjohn
@richlowry
@guypbenson
@tedcruz
@nro
@thedailybeast
@scottwalker
@xan_desanctis

Top Mentioned
Top Mentioned in Entire Graph:
@mlb
@wsjopinion
@kimstrassel
@govkemp
@jordanschachtel
@gop
@garepublicans
@capitolpolice
@msnbc
@karenandrewsmp

Top Mentioned in G1:
@mlb
@govkemp
@joebiden
@mattgaetz
@braves
@gop
@nra
@betoorourke
@garepublicans
@accountablegop

Top Mentioned in G2:
@kathleenparker
@freep
@steventdennis
@debbiesva
@repmattgaetz
@jakelobin
@msnbc
@bradleyfdn
@cletamitchell
@milwsymphorch

Top Mentioned in G3:
@mlb
@gop
@garepublicans
@capitolpolice
@msnbc
@staceyabrams
@reverendwarnock
@ossoff
@gopleader
@tedcruz

Top Mentioned in G4:
@wsjopinion
@kimstrassel
@delta
@merck
@americanexpress
@foxbusiness
@morningsmaria
@bizroundtable
@mlb
@cocacola

Top Mentioned in G5:
@bab_102
@thepines12
@erictrump
@govkemp
@mmpadellan
@byrondonalds
@imao_
@olesauce27
@docmjp
@laurenboebert

Top Mentioned in G6:
@maddowblog
@brownblaze
@justwhatnowwhy
@imspeaking13
@patriottakes
@staceyabrams
@mlb
@thisweekabc
@meetthepress
@facethenation

Top Mentioned in G8:
@jordanschachtel
@felipecalderon
@angryyoungman55
@nytimes
@guardian

Top Mentioned in G9:
@mlb
@isaac_schorr
@funder
@keishabottoms
@gtconway3d
@redsteeze
@glennkesslerwp
@guypbenson
@dobrienatl
@liz_wheeler

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@tomthunkitsmind
@americanair
@belizean_bz
@rashidaldosari
@threadreaderapp
@jurylady5
@kenyapower_care
@kattavernd
@lennaleprena

Top Tweeters in G1:
@missb62
@tomthunkitsmind
@cagney1991
@ez4u2say_janis
@britpoptarts
@joni_looking
@sddphoto
@backstorymom1
@politicalbee
@79topper

Top Tweeters in G2:
@thepoliticalcat
@manmet80
@washumom
@kenkircher1
@cheezwitham
@stockguy61
@kak089
@foggybottomgal
@ohiomail
@awelab1956

Top Tweeters in G3:
@thehill
@jilevin
@reuters
@prime_bee
@linda1746
@ken_crichlow
@hockeyfangirl12
@chartoc
@huffpost
@nikitakitty

Top Tweeters in G4:
@rashidaldosari
@delta
@patriot_girl_tx
@madanabhat
@starcoreone02
@joec1776
@ambinc1
@schwingcat
@ladydshops
@straitarrow10

Top Tweeters in G5:
@jurylady5
@monicasloves
@thereal_rebel
@debilu2
@betterw05759703
@eykis
@ecclesias
@enrico056
@geegeebythesea
@mstepczyk

Top Tweeters in G6:
@kat4obama
@teshawnedmonds
@inspiteoftrump
@mharvey816
@lechatnoire4
@willseattle
@justwhatnowwhy
@unknownneo
@amyayers16
@cnbsnana

Top Tweeters in G7:
@denniskoch10
@gpwriter
@_yvonneburton
@mrkalman
@raypride
@augusteve2012
@gfilms7
@nartist
@exbulletinuk
@timesofnewshub

Top Tweeters in G8:
@lyndae222
@guardian
@madrynha2012
@sandoly
@maegan_laporte
@adudefromnowere
@pimpernell13
@realmajordan
@russjensen5
@ocamericans

Top Tweeters in G9:
@varadmehta
@thedailybeast
@funder
@prchovanec
@aghamilton29
@dobrienatl
@lizmair
@hawaiidelilah
@maryareed
@kimmi1965

Top Tweeters in G10:
@tofuuuuuulav
@valenlovesmina
@samoye0n
@fanaamzahh
@eagle_dubu11
@woomomozi
@papissana
@andrepradana27
@kier929
@dstny_space


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