Electoral College, Twitter, 1/1/2021 6:02:19 PM, 244563
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Electoral College_2021-01-01_08-50-07.xlsx
Electoral College_2021-01-01_08-50-07.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
January 01, 2021
Short Description:
Electoral College via NodeXL https://bit.ly/38UzJMT
@realdonaldtrump
@hawleymo
@jaketapper
@dearauntcrabby
@breitbartnews
@lindyli
@chrismurphyct
@pete977
@georgetakei
@kylenabecker

Top hashtags:
#amrstaff
#january6th
#stopthesteai
#marchfortrump
#donotcertify
#44202

Description:
Description
The graph represents a network of 16,025 Twitter users whose recent tweets contained "Electoral College", 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 Friday, 01 January 2021 at 17:40 UTC.

The tweets in the network were tweeted over the 5-hour, 22-minute period from Friday, 01 January 2021 at 11:27 UTC to Friday, 01 January 2021 at 16:50 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 : 16025
Unique Edges : 23785
Edges With Duplicates : 2431
Total Edges : 26216
Number of Edge Types : 5
Retweet : 15127
MentionsInRetweet : 5500
Replies to : 2064
Mentions : 2105
Tweet : 1420
Self-Loops : 1495
Reciprocated Vertex Pair Ratio : 0.00110365905424909
Reciprocated Edge Ratio : 0.00220488466757123
Connected Components : 1011
Single-Vertex Connected Components : 668
Maximum Vertices in a Connected Component : 14210
Maximum Edges in a Connected Component : 24347
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.424772
Graph Density : 9.18435139801997E-05
Modularity : 0.721452
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 16,025 Twitter users whose recent tweets contained "Electoral College", 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 Friday, 01 January 2021 at 17:40 UTC.

The tweets in the network were tweeted over the 5-hour, 22-minute period from Friday, 01 January 2021 at 11:27 UTC to Friday, 01 January 2021 at 16:50 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 : Electoral College
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:
[2032] https://www.breitbart.com/politics/2020/12/30/sen-josh-hawley-slams-walmart-tweet-calling-him-sore-loser-for-objecting-to-electoral-college-results/
[338] https://www.breitbart.com/politics/2020/12/31/house-republicans-rush-to-join-electoral-college-challenge/
[286] https://long.house.gov/news/documentsingle.aspx?DocumentID=476
[263] https://www.businessinsider.com/140-house-republicans-to-vote-against-biden-electoral-college-confirmation-2020-12
[245] https://trib.al/EYNzGdq
[245] https://www.forbes.com/sites/andrewsolender/2021/12/31/at-least-140-house-republicans-expected-to-challenge-electoral-college-result/
[205] https://www.cnn.com/2020/12/30/politics/trump-returning-to-washington-early/index.html
[178] https://thepostmillennial.com/140-house-republicans-may-vote-against-certifying-the-electoral-college-vote-on-jan-6
[170] https://twitter.com/HawleyMO/status/1344505790854553602
[168] https://www.rawstory.com/trump-fans-violence/

Top URLs in Tweet in G1:
[1854] https://www.breitbart.com/politics/2020/12/30/sen-josh-hawley-slams-walmart-tweet-calling-him-sore-loser-for-objecting-to-electoral-college-results/
[262] https://www.breitbart.com/politics/2020/12/31/house-republicans-rush-to-join-electoral-college-challenge/
[108] https://www.breitbart.com/2020-election/2020/12/31/gop-rep-jeff-duncan-to-join-objection-to-electoral-college-certification-in-congress/
[74] https://johnjoyce.house.gov/news/documentsingle.aspx?DocumentID=237
[59] https://long.house.gov/news/documentsingle.aspx?DocumentID=476
[28] https://joewilson.house.gov/media-center/press-releases/congressman-joe-wilson-to-object-to-electoral-college-certification
[22] https://jasonsmith.house.gov/newsroom/documentsingle.aspx?DocumentID=3342
[18] https://www.wsj.com/articles/trumps-embarrassing-electoral-college-hustle-11609371708
[13] https://thepostmillennial.com/140-house-republicans-may-vote-against-certifying-the-electoral-college-vote-on-jan-6
[11] https://thehill.com/homenews/house/532149-here-are-the-republicans-planning-to-challenge-the-electoral-college-results

Top URLs in Tweet in G2:
[153] https://twitter.com/HawleyMO/status/1344505790854553602
[48] https://twitter.com/jaketapper/status/1344749990703411205
[18] https://www.washingtonpost.com/politics/sasse-letter-electoral-college-ploy/2020/12/31/44da8dba-4b65-11eb-a9d9-1e3ec4a928b9_story.html
[18] https://twitter.com/johnbrennan/status/1341104240568262657
[17] https://www.cbsnews.com/news/washington-dc-attorney-general-prepares-pro-trump-protests-over-election/
[14] https://www.rawstory.com/trump-fans-violence/
[10] https://www.ntd.com/house-republicans-rush-to-join-electoral-college-challenge_547691.html
[10] https://www.cnn.com/2020/12/31/politics/electoral-college-house-republicans/
[9] https://www.breitbart.com/politics/2020/12/30/sen-josh-hawley-slams-walmart-tweet-calling-him-sore-loser-for-objecting-to-electoral-college-results/
[8] https://www.ntd.com/sen-josh-hawley-will-object-to-electoral-college-certification-process-on-jan-6_546861.html

Top URLs in Tweet in G3:
[204] https://long.house.gov/news/documentsingle.aspx?DocumentID=476
[97] https://jasonsmith.house.gov/newsroom/documentsingle.aspx?DocumentID=3342
[96] https://joewilson.house.gov/media-center/press-releases/congressman-joe-wilson-to-object-to-electoral-college-certification
[30] https://www.breitbart.com/politics/2020/12/30/sen-josh-hawley-slams-walmart-tweet-calling-him-sore-loser-for-objecting-to-electoral-college-results/
[23] https://gellerreport.com/2020/12/breaking-i-cannot-vote-to-certify-the-electoral-college-results-on-january-6th-mo-senator-josh-hawley-announces-he-will-object-to-certification-process.html/?utm_source=dlvr.it&utm_medium=twitter
[17] https://www.breitbart.com/politics/2020/12/31/house-republicans-rush-to-join-electoral-college-challenge/
[12] https://www.breitbart.com/2020-election/2020/12/31/gop-rep-jeff-duncan-to-join-objection-to-electoral-college-certification-in-congress/
[9] https://gellerreport.com/2020/12/excelsior-congressman-jeff-duncan-plans-to-object-to-electoral-college-certification.html/?utm_source=dlvr.it&utm_medium=twitter
[5] https://truepundit.com/hawley-first-senator-to-announce-hell-object-to-certification-of-electoral-college-vote-on-jan-6/
[3] https://www.politico.com/news/2020/12/29/pence-gohmert-electoral-college-count-452040

Top URLs in Tweet in G4:
[29] https://www.businessinsider.com/140-house-republicans-to-vote-against-biden-electoral-college-confirmation-2020-12
[7] https://www.forbes.com/sites/andrewsolender/2021/12/31/at-least-140-house-republicans-expected-to-challenge-electoral-college-result/
[2] https://twitter.com/jaketapper/status/1344749990703411205
[2] https://www.courthousenews.com/into-a-stone-faced-senate-hawley-howls-gops-first-challenge-to-biden-win/
[1] https://www.washingtonpost.com/politics/sasse-letter-electoral-college-ploy/2020/12/31/44da8dba-4b65-11eb-a9d9-1e3ec4a928b9_story.html?tid=ss_tw
[1] https://www.rawstory.com/trump-fans-violence/
[1] https://www.cnn.com/2020/12/31/politics/mcconnell-hawley-electoral-college-vote/index.html
[1] https://www.cnn.com/2020/12/31/politics/electoral-college-house-republicans/index.html
[1] https://www.washingtonpost.com/politics/sasse-letter-electoral-college-ploy/2020/12/31/44da8dba-4b65-11eb-a9d9-1e3ec4a928b9_story.html
[1] https://thehill.com/homenews/media/532206-wsj-editorial-board-knocks-trumps-embarrassing-electoral-college-hustle

Top URLs in Tweet in G5:
[180] https://www.businessinsider.com/140-house-republicans-to-vote-against-biden-electoral-college-confirmation-2020-12
[29] https://trib.al/4Pmwww0
[26] http://www.msn.com/en-us/news/politics/house-republicans-planning-to-challenge-bidens-electoral-college-victory/vi-BB1coOW5?ocid=st
[18] https://en.wikipedia.org/wiki/1960_United_States_presidential_election_in_Hawaii
[13] https://americanlookout.com/republican-rep-madison-cawthorn-will-object-to-electoral-college-certification-as-first-act-in-congress/
[13] https://www.rawstory.com/trump-fans-violence/
[11] https://www.washingtonpost.com/politics/sasse-letter-electoral-college-ploy/2020/12/31/44da8dba-4b65-11eb-a9d9-1e3ec4a928b9_story.html
[11] https://www.youtube.com/watch?v=Q7spxRlhank&feature=youtu.be

[10] https://www.cnn.com/2020/12/31/politics/electoral-college-house-republicans/index.html
[9] https://www.cnn.com/2020/12/31/politics/pence-gohmert-electoral-college-lawsuit/index.html

Top URLs in Tweet in G6:
[16] https://www.breitbart.com/politics/2020/12/30/sen-josh-hawley-slams-walmart-tweet-calling-him-sore-loser-for-objecting-to-electoral-college-results/
[10] https://www.reuters.com/article/us-usa-election-electoralcollege/trump-wins-electoral-college-vote-a-few-electors-break-ranks-idUSKBN1480FQ
[8] https://thenationalpulse.com/breaking/hawley-electoral-college-certification/
[2] https://www.cnn.com/2020/12/31/politics/electoral-college-house-republicans/index.html
[2] https://www.npr.org/2017/01/06/508562183/biden-to-democrats-objecting-to-electoral-college-results-it-is-over
[2] https://www.cnn.com/2017/01/06/politics/electoral-college-vote-count-objections/index.html
[2] https://long.house.gov/news/documentsingle.aspx?DocumentID=476
[2] https://www.breitbart.com/politics/2020/12/31/house-republicans-rush-to-join-electoral-college-challenge/
[2] https://twitter.com/jaketapper/status/1344749990703411205
[2] https://trib.al/4Pmwww0

Top URLs in Tweet in G7:
[33] https://www.cnn.com/2020/12/31/politics/electoral-college-house-republicans/index.html
[30] https://www.washingtonpost.com/politics/sasse-letter-electoral-college-ploy/2020/12/31/44da8dba-4b65-11eb-a9d9-1e3ec4a928b9_story.html
[25] https://www.rawstory.com/trump-fans-violence/
[22] https://www.foxnews.com/politics/mcconnell-electoral-college-certification-most-consequential-vote
[21] https://www.cnn.com/2020/12/31/politics/pence-gohmert-electoral-college-lawsuit/index.html
[20] https://m.theepochtimes.com/mkt_app/house-republicans-rush-to-join-electoral-college-challenge_3640149.html?v=ul
[19] https://www.businessinsider.com/140-house-republicans-to-vote-against-biden-electoral-college-confirmation-2020-12
[17] https://www.washingtonpost.com/politics/sasse-letter-electoral-college-ploy/2020/12/31/44da8dba-4b65-11eb-a9d9-1e3ec4a928b9_story.html?tid=ss_tw
[13] https://www.cnn.com/2020/12/31/politics/mcconnell-hawley-electoral-college-vote/index.html
[11] http://www.msn.com/en-us/news/politics/house-republicans-planning-to-challenge-bidens-electoral-college-victory/vi-BB1coOW5?ocid=st

Top URLs in Tweet in G8:
[18] https://www.rawstory.com/trump-fans-violence/
[6] https://www.businessinsider.com/140-house-republicans-to-vote-against-biden-electoral-college-confirmation-2020-12
[5] https://www.cnn.com/2020/12/31/politics/pence-gohmert-electoral-college-lawsuit/index.html
[4] https://www.rawstory.com/lawyer-schools-josh-hawley-electors/
[4] https://www.cnn.com/2020/12/31/politics/mcconnell-hawley-electoral-college-vote/index.html
[3] https://news.yahoo.com/playing-fire-gop-sen-ben-135000602.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[3] https://news.yahoo.com/klobuchar-rips-hawley-over-plan-190903999.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[2] https://www.cnn.com/2020/12/30/politics/trump-returning-to-washington-early/index.html
[1] https://www.complex.com/life/2020/12/republican-sen-josh-hawley-criticized-formally-object-electoral-college-results?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[1] https://news.yahoo.com/missouri-senator-contest-electoral-college-174210624.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr

Top URLs in Tweet in G9:
[21] http://www.msn.com/en-us/news/politics/senator-plans-to-object-to-electoral-college-vote-in-effort-to-overturn-election-results/vi-BB1coMVa?ocid=st
[13] https://www.salon.com/2020/12/31/ben-sasse-calls-fellow-gop-sen-josh-hawley-an-institutional-arsonists-for-electoral-college-stunt/
[13] https://www.politico.com/news/2020/12/31/hawley-senate-republicans-453204
[11] https://www.politicususa.com/2020/12/31/house-republicans-object-to-biden-win.html
[6] http://www.msn.com/en-us/news/politics/hawley-faces-heat-from-senate-republicans-over-electoral-college-plans/ar-BB1co8FV?ocid=st
[5] http://www.msn.com/en-us/news/politics/live-politics-updates-over-100-house-republicans-reportedly-may-object-to-election-results/ar-BB1coXLL?ocid=st
[5] https://www.foxnews.com/politics/democrats-who-praised-2004-objections-to-electoral-college-certification-now-slam-hawley
[3] https://www.politicususa.com/2020/12/31/house-republicans-object-to-biden-win.html?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.rawstory.com/trump-fans-violence/
[2] https://twitter.com/HuffPostPol/status/1344367904553377793

Top URLs in Tweet in G10:
[14] https://trib.al/DdyDm75
[13] https://www.msnbc.com/andrea-mitchell-reports/watch/sen-shaheen-hawley-s-electoral-college-challenge-borders-on-sedition-or-treason-98646085784
[7] https://www.washingtonpost.com/politics/sasse-letter-electoral-college-ploy/2020/12/31/44da8dba-4b65-11eb-a9d9-1e3ec4a928b9_story.html?tid=ss_tw
[6] https://trib.al/EYNzGdq
[6] https://thegrio.com/2021/01/01/electoral-college-vote-hawley/
[5] https://www.salon.com/2021/01/01/routine-electoral-college-session-in-congress-next-week-promises-loads-of-fireworks_partner/
[5] https://www.nbcnews.com/politics/2020-election/playing-fire-gop-sen-ben-sasse-tears-republicans-planning-object-n1252593
[4] https://trib.al/bnqoWvb
[4] https://trib.al/wXZ1sm1
[4] https://www.nbcnews.com/politics/2020-election/gop-senator-object-electoral-college-results-forcing-congress-vote-overturning-n1252546

Top Domains
Top Domains in Tweet in Entire Graph:
[2561] breitbart.com
[639] house.gov
[607] trib.al
[582] cnn.com
[577] twitter.com
[305] thehill.com
[291] theepochtimes.com
[268] businessinsider.com
[255] forbes.com
[198] washingtonpost.com

Top Domains in Tweet in G1:
[2247] breitbart.com
[183] house.gov
[21] cnn.com
[20] theepochtimes.com
[20] wsj.com
[16] twitter.com
[13] thehill.com
[13] thepostmillennial.com
[10] oann.com
[7] toddstarnes.com

Top Domains in Tweet in G2:
[245] twitter.com
[30] cnn.com
[26] washingtonpost.com
[21] ntd.com
[21] trib.al
[17] cbsnews.com
[14] breitbart.com
[14] rawstory.com
[7] mediaite.com
[6] realclearpolitics.com

Top Domains in Tweet in G3:
[397] house.gov
[65] breitbart.com
[33] gellerreport.com
[26] twitter.com
[6] theepochtimes.com
[5] truepundit.com
[4] thehill.com
[3] foxnews.com
[3] politico.com
[3] thepostmillennial.com

Top Domains in Tweet in G4:
[29] businessinsider.com
[7] forbes.com
[2] twitter.com
[2] washingtonpost.com
[2] cnn.com
[2] courthousenews.com
[1] rawstory.com
[1] thehill.com

Top Domains in Tweet in G5:
[180] businessinsider.com
[37] cnn.com
[36] trib.al
[32] youtube.com
[28] msn.com
[28] twitter.com
[18] wikipedia.org
[15] breitbart.com
[15] rawstory.com
[13] americanlookout.com

Top Domains in Tweet in G6:
[18] breitbart.com
[10] reuters.com
[8] thenationalpulse.com
[5] cnn.com
[2] npr.org
[2] house.gov
[2] twitter.com
[2] trib.al
[1] youtube.com
[1] americanlookout.com

Top Domains in Tweet in G7:
[89] cnn.com
[58] msn.com
[54] washingtonpost.com
[50] twitter.com
[41] theepochtimes.com
[34] foxnews.com
[28] rawstory.com
[27] thehill.com
[20] businessinsider.com
[18] breitbart.com

Top Domains in Tweet in G8:
[22] rawstory.com
[12] cnn.com
[9] yahoo.com
[6] businessinsider.com
[2] twitter.com
[1] complex.com
[1] trib.al

Top Domains in Tweet in G9:
[34] msn.com
[14] politicususa.com
[13] salon.com
[13] politico.com
[5] foxnews.com
[5] cnn.com
[4] trib.al
[3] twitter.com
[3] rawstory.com
[3] washingtonpost.com

Top Domains in Tweet in G10:
[36] trib.al
[14] msnbc.com
[9] washingtonpost.com
[9] nbcnews.com
[7] salon.com
[7] cnn.com
[6] thegrio.com
[5] foxnews.com
[5] twitter.com
[3] businessinsider.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[294] amrstaff
[184] january6th
[176] stopthesteai
[168] marchfortrump
[165] donotcertify
[165] 44202
[163] fightfortrump
[143] millionmagamarch
[143] 44202
[143] happynewyear



Top Hashtags in Tweet in G1:
[12] electoralcollege
[11] wethepeople
[9] oann
[6] january6th
[5] cult45
[5] believing
[4] integrity
[2] wallstreetjournal
[2] stopthesteai
[2] trump2021

Top Hashtags in Tweet in G2:
[20] gopseditioustraitors
[19] trump
[15] proudboys
[11] votes
[10] congress
[8] kkkelly
[6] hawleymo
[6] soreloser
[4] statement
[4] maga

Top Hashtags in Tweet in G3:
[7] stopthesteal
[2] electoralcollege
[2] 1a
[2] contestedelection
[2] voterfraud
[2] trump2020
[2] voteingeorgia
[1] americans
[1] january6th
[1] thinkonit

Top Hashtags in Tweet in G5:
[141] coupklutzklan
[8] gop
[6] electoralcollege
[6] stopthestupid
[4] criminaltrump
[4] treason
[4] newsmax
[3] yourfired
[3] gopseditioustraitors
[2] americans

Top Hashtags in Tweet in G6:
[2] factsmatter

Top Hashtags in Tweet in G7:
[12] foxnews
[8] trump
[6] gop
[5] electoralcollege
[5] smartnews
[4] pence
[3] bidenharris2020
[3] gopseditioustraitors
[2] elections
[2] coronavirus

Top Hashtags in Tweet in G8:
[1] constitutionquestion

Top Hashtags in Tweet in G9:
[12] boycottmissouritourism
[3] amrstaff
[2] illegitimatepreztrump
[2] wbushsupremeselection
[1] recalltraitorhawley
[1] electoralcollege
[1] chinajoebiden
[1] patriotsunited
[1] fightbacktosaveamerica
[1] stopthesteai

Top Hashtags in Tweet in G10:
[290] amrstaff
[2] treasonous
[1] boycottmissouritourism
[1] coupklutzklan
[1] bidencheated
[1] demvoice1

Top Words
Top Words in Tweet in Entire Graph:
[14895] electoral
[14483] college
[6089] house
[5641] 140
[4708] object
[4708] republicans
[4497] vote
[4464] josh
[3896] results
[3678] hawley

Top Words in Tweet in G1:
[3707] josh
[2357] elections
[2240] electoral
[2221] college
[2001] america
[1907] hawley
[1869] breitbartnews
[1866] sen
[1851] walmart
[1851] loser

Top Words in Tweet in G2:
[1398] electoral
[1367] college
[905] hawleymo
[836] 140
[720] give
[715] war
[675] cnn
[669] congressmen
[668] reports
[663] vote

Top Words in Tweet in G3:
[1666] electoral
[1566] college
[889] object
[795] rep
[703] certification
[600] house
[565] election
[459] 140
[419] republican
[406] 2020

Top Words in Tweet in G4:
[879] electoral
[878] college
[863] 140
[861] house
[843] republicans
[833] results
[791] challenge
[789] win
[783] presidential
[782] help

Top Words in Tweet in G5:
[648] electoral
[630] college
[267] gop
[187] vote
[172] election
[172] traitors
[166] republicans
[160] house
[148] votes
[147] really

Top Words in Tweet in G6:
[1294] house
[726] electoral
[715] college
[666] object
[661] republicans
[654] 140
[654] vote
[650] results
[645] jan
[641] republican

Top Words in Tweet in G7:
[560] electoral
[521] college
[245] vote
[178] republicans
[151] election
[148] house
[139] trump
[119] pence
[108] votes
[99] hawley

Top Words in Tweet in G8:
[1101] 140
[701] college
[699] electoral
[623] vote
[610] results
[592] house
[589] republicans
[547] traitors
[526] contest
[510] plan

Top Words in Tweet in G9:
[912] democracy
[677] electoral
[663] college
[457] overturn
[432] effort
[426] republican
[407] wins
[407] illegitimate
[406] gets
[406] overthrown

Top Words in Tweet in G10:
[582] electoral
[577] college
[369] object
[349] hawley
[345] certification
[329] sedition
[317] senatorshaheen
[308] saying
[306] more
[293] treason

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14452] electoral,college
[3555] house,republicans
[2382] josh,hawley
[2250] sen,josh
[2190] 140,house
[2031] walmart,tweet
[2021] sore,loser
[2017] tweet,calling
[2015] hawley,slams
[2015] slams,walmart

Top Word Pairs in Tweet in G1:
[2221] electoral,college
[1870] josh,hawley
[1852] sen,josh
[1840] hawley,slams
[1840] slams,walmart
[1840] walmart,tweet
[1840] tweet,calling
[1834] sore,loser
[1832] calling,sore
[1832] loser,breitbartnews

Top Word Pairs in Tweet in G2:
[1367] electoral,college
[668] cnn,reports
[600] biden's,electoral
[572] hawleymo,stunt
[572] appease,trump's
[572] trump's,cultists
[572] war,against
[572] against,constitution
[535] 140,republican
[524] reports,140

Top Word Pairs in Tweet in G3:
[1566] electoral,college
[449] object,certification
[439] certification,electoral
[310] 2020,election
[310] election,fight
[257] 140,republican
[254] house,members
[247] college,140
[230] rep,elect
[225] college,certification

Top Word Pairs in Tweet in G4:
[878] electoral,college
[840] house,republicans
[811] 140,house
[782] help,understand
[782] understand,140
[782] republicans,challenge
[782] challenge,joe
[782] joe,biden's
[782] biden's,electoral
[782] college,presidential

Top Word Pairs in Tweet in G5:
[630] electoral,college
[141] bright,side
[141] side,gop
[141] gop,making
[141] making,really
[141] really,easy
[141] easy,figure
[141] figure,traitors
[141] traitors,#coupklutzklan
[105] house,republicans

Top Word Pairs in Tweet in G6:
[715] electoral,college
[651] house,republicans
[642] college,results
[640] vote,against
[639] against,electoral
[637] republicans,tell
[637] expect,140
[637] members,house
[636] 140,republican
[636] republican,members

Top Word Pairs in Tweet in G7:
[521] electoral,college
[113] house,republicans
[102] college,vote
[56] vote,against
[55] overturn,election
[50] 140,house
[49] object,electoral
[47] college,certification
[45] college,votes
[44] college,challenge

Top Word Pairs in Tweet in G8:
[697] electoral,college
[574] college,vote
[558] house,republicans
[523] contest,electoral
[515] 140,house
[501] republicans,plan
[500] plan,contest
[500] vote,thus
[500] thus,results
[500] results,2020

Top Word Pairs in Tweet in G9:
[663] electoral,college
[425] effort,overturn
[406] democracy,gets
[406] gets,overthrown
[405] overturn,electoral
[404] cost,effort
[404] college,becomes
[404] becomes,mainstream
[404] mainstream,republican
[404] republican,idea

Top Word Pairs in Tweet in G10:
[577] electoral,college
[306] object,electoral
[294] college,certification
[290] borders,sedition
[290] sedition,treason
[286] hawley,saying
[286] saying,object
[286] certification,senatorshaheen
[286] senatorshaheen,think
[286] think,outrageous

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@georgepapa19
@hawleymo
@keitholbermann
@mtgreenee
@chrismurphyct
@jaketapper
@joecunninghamsc
@danrather
@funder

Top Replied-To in G1:
@realdonaldtrump
@marshablackburn
@caslernoel
@marklevinshow
@senmastriano
@beverleysharon1
@kevinen19473152
@realkylemorris
@linton2nd
@congbillposey

Top Replied-To in G2:
@hawleymo
@keitholbermann
@realdonaldtrump
@tribelaw
@jackposobiec
@gatewaypundit
@briantylercohen
@avenger2toxic
@frankluntz
@andrewpollackfl

Top Replied-To in G3:
@repclayhiggins
@letuspraytogod
@pamelageller
@joshdcaplan
@repalexmooney
@repjasonsmith
@lorrain77826917
@considerthis1
@kmayfwelker
@jenfarkas2

Top Replied-To in G4:
@acnewsitics

Top Replied-To in G5:
@mtgreenee
@mike_pence
@senatemajldr
@llinwood
@realdonaldtrump
@speakerpelosi
@joelockhart
@jim_jordan
@marcorubio
@jonathanmanson1

Top Replied-To in G6:
@jaketapper
@keitholbermann
@mcmmacaw
@tiggsakaclaudia
@veteran4trump
@leakthompson
@buffalocharging
@jameskibwe
@fried_mc
@girlsdwt

Top Replied-To in G8:
@bblock29
@lindyli
@dhershiser
@libsinamerica
@wilkesmk
@gatorgirlinde

Top Replied-To in G9:
@chrismurphyct
@grtamericanovel
@jaketapper
@ericcolumbus
@politicususa
@rachelbitecofer
@theplumlinegs
@vegasdude83
@lee__8000
@joshhawleymo

Top Replied-To in G10:
@mitchellreports
@clairecmc
@msnbc
@timhandtech
@crewcrew
@lincolnsbible
@vote20246074784
@georgepapa19
@cjhphotography
@wpjohnwagner

Top Mentioned
Top Mentioned in Entire Graph:
@breitbartnews
@realdonaldtrump
@hawleymo
@senatorshaheen
@gop
@tedcruz
@epochtimes
@joebiden
@mike_pence
@repjoewilson

Top Mentioned in G1:
@breitbartnews
@realdonaldtrump
@hawleymo
@mike_pence
@oann
@susanmattinglyg
@frankamari2
@itsjefftiedrich
@bettybowers
@reptedbudd

Top Mentioned in G2:
@hawleymo
@realdonaldtrump
@walmart
@cbspolitics
@judicialwatch
@loudobbs
@breitbartnews
@senatorloeffler
@usa_china_talk
@kloeffler

Top Mentioned in G3:
@repjoewilson
@breitbartnews
@realdonaldtrump
@hawleymo
@repclayhiggins
@lunyielding
@repalexmooney
@repralphnorman
@repbyrne
@repabraham

Top Mentioned in G4:
@berriesandblood

Top Mentioned in G5:
@gop
@realdonaldtrump
@housegop
@senategop
@youtube
@hawleymo
@cawthornfornc
@mike_pence
@vp
@senatemajldr

Top Mentioned in G6:
@jaketapper
@breitbartnews
@keitholbermann
@leakthompson
@realdonaldtrump
@oann
@curtishouck
@poet_economist
@connieg65014645
@youtube

Top Mentioned in G7:
@politic_talks

Top Mentioned in G8:
@yahoo
@islandgirlprv
@hawleymo
@jaketapper
@gop
@tcadpodcast
@j_pikl

Top Mentioned in G9:
@chrismurphyct
@royblunt
@politicususa
@hawleymo
@cfraase
@bluegal
@dickshines
@donnafeathers12
@patriot_women
@kathybriand

Top Mentioned in G10:
@senatorshaheen
@msnbc
@nbcnews
@hawleymo
@postroz
@wpjohnwagner
@chrismurphyct
@tanis42
@mitchellreports
@gop

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@oldlady12345
@dolartoday
@threadreaderapp
@phildecarolis
@s9tmt
@raymond_norman
@cagney1991
@altamirana2
@yojudenz

Top Tweeters in G1:
@phildecarolis
@s9tmt
@dclarediane
@alicate13
@israelnewslinks
@starcoreone02
@hammerjuan
@pauloparmm
@juandeitalia
@paraguanarebel

Top Tweeters in G2:
@phillip92321
@bannerite
@coopmike48
@1loriking
@_silversmith
@sar_oso
@wendycroy888
@cotey_mary
@purplegarter1
@1catherinesiena

Top Tweeters in G3:
@jjauthor
@tovaga
@nenoriega5
@marty713
@toby_dorena
@doctorcara
@patvpeters
@rosyjour
@rettinol
@metalworks4

Top Tweeters in G4:
@thereal_rebel
@debilu2
@beverly21811568
@tallyannae
@darrellpmwest
@rosiem1919
@_dralaterdzo
@espeoppenheimer
@rleas
@russfla

Top Tweeters in G5:
@yojudenz
@globalissuesweb
@joni_looking
@onahunttoday
@eykis
@morgfair
@nascarnac
@blisstabitha
@turntablekittah
@jeffersonobama

Top Tweeters in G6:
@altamirana2
@phebeohyes
@brettaapplebaum
@24baseballreed
@mwforhr
@michaelbarger1
@marykeithbare1
@rosesouslapluie
@riskalert
@aliadair22

Top Tweeters in G7:
@politicalhedge
@realtorjairo
@fl85
@new_narrative
@bmangh
@chronlaw
@robinmcouch
@helenyg
@courageousgirl2
@madhureshsethi

Top Tweeters in G8:
@raymond_norman
@ohiomail
@gpwriter
@rodneyclaeys
@upchuck66
@rappublicist
@wernerkeil
@lanezane1
@goprapebuster
@speakupjulia

Top Tweeters in G9:
@betterw05759703
@jrbkjrbk
@nakedlaughing
@pinchandscrimp
@noybsk2017
@gumboqueen3030
@chemoelectric
@frackhazreveal
@joshuajreynold1
@pink1963dsw

Top Tweeters in G10:
@govsherazkhan
@burnettcynthia
@reggiebub
@mcassara143
@vivbwoke
@dianerocks52
@mercenarygraphi
@iamsophianelson
@kate_littleton
@squirrel_ma


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