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(Jan OR January) 6_2022-06-23_09-37-55.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
June 23, 2022
Short Description:
(Jan OR January) 6 via NodeXL https://bit.ly/3NiqMPV
@kylegriffin1
@occupydemocrats
@chuckcallesto
@hugolowell
@january6thcmte
@lindyli
@newbiehoward
@chipfranklin
@mzhemingway
@tristansnell

Top hashtags:
#demvoice1
#smartnews
#jan6hearings
#liveblue2022
#fresh

Description:
Description
The graph represents a network of 15,135 Twitter users whose recent tweets contained "(Jan OR January) 6", 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, 23 June 2022 at 18:03 UTC.

The tweets in the network were tweeted over the 1-hour, 54-minute period from Thursday, 23 June 2022 at 14:43 UTC to Thursday, 23 June 2022 at 16:37 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 : 15135
Unique Edges : 20502
Edges With Duplicates : 3761
Total Edges : 24263
Number of Edge Types : 5
Retweet : 14818
MentionsInRetweet : 2604
Mentions : 2643
Replies to : 1522
Tweet : 2676
Self-Loops : 2762
Reciprocated Vertex Pair Ratio : 0.00390664129019333
Reciprocated Edge Ratio : 0.00778287766912792
Connected Components : 1616
Single-Vertex Connected Components : 1005
Maximum Vertices in a Connected Component : 12245
Maximum Edges in a Connected Component : 21064
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.145746
Graph Density : 8.75080969219843E-05
Modularity : 0.700124
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 15,135 Twitter users whose recent tweets contained "(Jan OR January) 6", 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, 23 June 2022 at 18:03 UTC.

The tweets in the network were tweeted over the 1-hour, 54-minute period from Thursday, 23 June 2022 at 14:43 UTC to Thursday, 23 June 2022 at 16:37 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 : (Jan OR January) 6
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:
[337] https://www.theguardian.com/us-news/2022/jun/22/january-6-hearings-trump-justice-department
[228] https://iowacapitaldispatch.com/2021/01/05/grassley-suggests-he-may-preside-over-senate-debate-on-electoral-college-votes/
[222] https://thefederalist.com/2022/06/23/investigators-pelosi-responsible-for-jan-6-security-breakdown-at-u-s-capitol/
[192] https://www.salon.com/2022/06/23/is-american-democracy-already-lost-half-of-us-think-so--but-the-future-remains-unwritten/
[172] https://www.rollingstone.com/politics/politics-news/exclusive-jan-6-organizers-met-congress-white-house-1245289/
[149] https://www.cnn.com/2022/06/22/politics/mo-brooks-testify-january-6-committee/index.html
[129] https://www.foxnews.com/media/politico-reporter-democratic-lawmakers-january-6
[126] https://www.youtube.com/watch?v=es4P8a9DPdQ&feature=youtu.be

[97] https://www.theonion.com/supreme-court-justices-sheepishly-admit-all-of-their-sp-1848656367?utm_campaign=TheOnion&utm_content=1655392409&utm_medium=SocialMarketing&utm_source=twitter
[92] https://www.nbcnews.com/politics/congress/tense-trump-meeting-doj-leaders-take-center-stage-jan-6-hearing-rcna34803

Top URLs in Tweet in G1:
[233] https://www.theguardian.com/us-news/2022/jun/22/january-6-hearings-trump-justice-department
[53] https://www.cnn.com/2022/06/23/politics/january-6-hearings-day-5-what-to-expect/index.html
[41] https://twitter.com/bangoslango/status/1527796771715416070
[37] https://www.msn.com/en-us/news/politics/64percent-think-jan-6-attack-on-capitol-was-planned-quinnipiac-university-poll/ar-AAYL6lW?li=BBnbfcL
[35] https://www.cnn.com/2022/06/22/politics/trump-documentary-trailer-video-january-6-committee/index.html
[30] https://www.cnn.com/2022/06/22/politics/mo-brooks-testify-january-6-committee/index.html
[29] https://trib.al/foqkkN2
[27] https://www.cnn.com/2022/06/22/tech/online-threats-jan-6-committee/index.html
[23] https://www.vox.com/2022/6/23/23179173/jeffrey-clark-doj-january-6
[21] https://www.nytimes.com/2022/06/18/us/politics/trump-jan-6-legal-defense.html

Top URLs in Tweet in G2:
[42] https://www.rollingstone.com/politics/politics-news/exclusive-jan-6-organizers-met-congress-white-house-1245289/
[5] https://www.theguardian.com/us-news/2022/jun/21/jan-6-hearings-fake-electors-scheme-trump
[4] https://deadstate.org/women-for-trump-founder-and-jan-6-rally-organizer-slams-trump-hes-disconnected-from-his-base/
[3] https://newrepublic.com/article/166859/mike-pence-january-6-hanged
[3] https://www.politico.com/news/2022/06/22/jan-6-panel-revises-hearing-schedule-00041384
[2] https://www.youtube.com/watch?v=4kR9sYkTztI&feature=youtu.be

[2] https://www.businessinsider.com/gop-sen-johnson-pretends-phone-dodge-jan-6-questions-video-2022-6
[2] https://www.cnn.com/2022/06/22/politics/ron-johnson-fake-electors-mike-pence-january-6/index.html
[2] https://www.latimes.com/politics/story/2022-06-15/house-jan-6-committee-presses-gop-congressman-loudermilk-over-jan-5-capitol-tour-video?_amp=true
[1] https://trib.al/u4PnUkU

Top URLs in Tweet in G3:
[32] https://www.cnn.com/2022/06/22/politics/mo-brooks-testify-january-6-committee/index.html
[19] https://www.washingtonpost.com/national-security/2022/06/22/jan6-fbi-electors-subpoenas/
[18] https://www.nytimes.com/2022/06/22/us/politics/justice-dept-jan-6-subpoenas.html?referringSource=articleShare
[12] https://www.washingtonpost.com/politics/2022/06/22/jan6-security-threats/
[6] https://www.wsj.com/articles/jan-6-committee-to-examine-trumps-push-to-alter-2020-election-results-11655803801
[5] https://www.theguardian.com/us-news/2022/jun/22/january-6-hearings-trump-justice-department
[5] https://www.nbcnews.com/politics/congress/tense-trump-meeting-doj-leaders-take-center-stage-jan-6-hearing-rcna34803
[5] https://twitter.com/MedicVet68/status/1539973437472395269
[5] https://www.latimes.com/opinion/story/2022-06-22/california-house-members-congress-betrayed-voters-jan-6-trump
[5] https://linktr.ee/tanyaacker

Top URLs in Tweet in G4:
[23] https://www.foxnews.com/media/politico-reporter-democratic-lawmakers-january-6
[10] https://nicksearcy.locals.com:443/
[5] https://www.theepochtimes.com/exclusive-police-report-proves-plainclothes-electronic-surveillance-unit-members-were-embedded-among-jan-6-protesters_4527036.html?utm_campaign=socialshare_twitter&utm_source=twitter.com
[3] https://www.theepochtimes.com/exclusive-police-report-proves-plainclothes-electronic-surveillance-unit-members-were-embedded-among-jan-6-protesters_4527036.html
[3] https://archive.ph/2Zk7B
[3] https://rumble.com/v19f50w-second-class-citizens-dinesh-dsouza-podcast-ep356.html
[2] https://www.youtube.com/watch?v=MMDxNwY_Uto&feature=youtu.be

[2] https://www.youtube.com/watch?app=desktop&v=f8C-DetMIDs&feature=youtu.be
[2] https://www.foxnews.com/politics/jan-6-committee-members-personal-security-details-threats-escalate
[2] https://redstate.com/brandon_morse/2022/06/23/how-bad-is-it-when-even-democrats-are-calling-your-big-january-6-hearing-a-flop-n582847

Top URLs in Tweet in G5:
[63] https://www.foxnews.com/media/politico-reporter-democratic-lawmakers-january-6
[13] https://www.washingtonpost.com/politics/2022/06/23/trump-mccarthy-jan-6-committee/
[13] https://www.foxnews.com/media/virginia-gov-youngkin-tells-cbs-media-cares-more-about-january-6-voters-do
[12] https://www.washingtonpost.com/opinions/2022/06/22/jan-6-merrick-garland-prosecution-donald-trump/
[12] https://www.nytimes.com/2022/06/23/us/politics/jan-6-hearing-trump-justice-department.html
[12] https://thefederalist.com/2022/06/23/investigators-pelosi-responsible-for-jan-6-security-breakdown-at-u-s-capitol/
[12] https://www.washingtonpost.com/politics/2022/06/23/trump-mccarthy-jan-6-committee/?tid=ss_tw
[11] https://www.foxnews.com/politics/jan-6-committee-members-personal-security-details-threats-escalate
[10] https://www.rawstory.com/trump-2024-2657552347/
[10] https://www.vox.com/2022/6/23/23179173/jeffrey-clark-doj-january-6

Top URLs in Tweet in G6:
[43] https://www.rollingstone.com/politics/politics-news/exclusive-jan-6-organizers-met-congress-white-house-1245289/
[30] https://www.washingtonpost.com/politics/2022/06/22/sen-ron-johnson-under-fire-over-fake-electors-disclosure-hearing/
[29] https://trib.al/r4BiBwm
[23] https://trib.al/ynxA8NB
[23] https://twitter.com/JaxAlemany/status/1539643530900975619
[16] https://www.washingtonpost.com/national-security/2022/06/22/jan6-fbi-electors-subpoenas/
[14] https://trib.al/u28o8Si
[14] https://trib.al/FrSbi4u
[13] https://trib.al/IfcUQMW
[12] https://trib.al/cJJIjuM

Top URLs in Tweet in G7:
[16] https://www.theguardian.com/us-news/2022/jun/22/arizona-rusty-bowers-jan-6-trump-vote
[13] https://www.rawstory.com/oath-keepers-january-6/
[8] https://www.alternet.org/2022/06/jan-6-2657551911/?utm_campaign=RebelMouse&share_id=7110492&utm_medium=social&utm_source=twitter&utm_content=AlterNet
[7] https://www.businessinsider.com/trump-aides-didnt-know-trump-recorded-on-jan-6-reports-2022-6
[6] https://www.cbsnews.com/news/january-6-committee-alex-holder-trump-documentary/
[5] https://www.mediamatters.org/january-6-insurrection/fox-news-helped-destroy-shaye-moss-life-network-couldnt-care-less-about
[5] https://www.axios.com/2022/06/23/jeff-rosen-doj-trump-jan6-hearing?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-jan6hearings
[4] https://deadstate.org/former-gop-lawmaker-slapped-with-prison-sentence-for-rioting-at-capitol-on-jan-6/
[4] https://www.axios.com/2022/06/23/former-west-virginia-lawmaker-evans-capitol-riot-prison?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-jan6
[4] https://amp.cnn.com/cnn/2022/04/01/politics/jan-6-white-house-call-logs-timeline/index.html

Top URLs in Tweet in G8:
[32] https://www.washingtonpost.com/national-security/2022/06/14/kimberly-guilfoyle-turning-point-action-jan-6/
[4] https://twitter.com/kaitlancollins/status/1539772450275295232
[3] https://www.msn.com/en-us/news/politics/jan-6-committee-hearing-schedule-here-s-when-and-what-to-expect-at-the-next-jan-6-hearings/ar-AAYjmpH
[3] https://www.youtube.com/watch?v=WbSkL0jANis

[3] https://www.salon.com/2022/06/23/is-american-democracy-already-lost-half-of-us-think-so--but-the-future-remains-unwritten/
[3] https://www.salon.com/2022/06/23/mo-brooks-betrayed-by-in-losing-re-bid-says-hes-willing-to-testify-about-jan-6/
[2] https://www.businessinsider.com/trump-aides-didnt-know-trump-recorded-on-jan-6-reports-2022-6
[2] https://www.cnn.com/2022/06/21/politics/january-6-hearing-day-4-takeaways/index.html
[2] https://www.salon.com/2022/06/23/doj-wants-to-know-if-sidney-powell-is-funding-the-oath-keepers-defense-in-jan-6-conspiracy-case_partner/
[2] https://www.rawstory.com/jeffrey-rosen-january-6/

Top URLs in Tweet in G9:
[134] https://www.salon.com/2022/06/23/is-american-democracy-already-lost-half-of-us-think-so--but-the-future-remains-unwritten/
[74] https://www.washingtonpost.com/opinions/2022/06/23/trump-anger-kevin-mccarthy-jan-6-hearings/
[64] https://www.nbcnews.com/politics/congress/tense-trump-meeting-doj-leaders-take-center-stage-jan-6-hearing-rcna34803
[45] https://www.latimes.com/opinion/story/2022-06-22/california-house-members-congress-betrayed-voters-jan-6-trump
[19] https://www.msn.com/en-us/news/politics/64percent-think-jan-6-attack-on-capitol-was-planned-quinnipiac-university-poll/ar-AAYL6lW?li=BBnbfcL
[15] https://www.washingtonpost.com/opinions/2022/06/22/ron-johnson-spin-fake-electors-jan-6-trump/
[13] https://www.huffpost.com/entry/jan-6-panel-lawmakers-security-detail_n_62b40299e4b04a6173659927
[12] https://www.nytimes.com/2022/06/23/us/politics/republicans-jan-6-trump.html
[11] https://www.theguardian.com/us-news/2022/jun/22/january-6-hearings-trump-justice-department
[7] https://trib.al/foqkkN2

Top URLs in Tweet in G10:
[193] https://thefederalist.com/2022/06/23/investigators-pelosi-responsible-for-jan-6-security-breakdown-at-u-s-capitol/
[51] https://nypost.com/2022/06/15/the-hypocrisy-and-disconnect-of-the-partisan-jan-6-probe/
[44] http://thefederalist.com/2022/06/23/investigators-pelosi-responsible-for-jan-6-security-breakdown-at-u-s-capitol/
[33] https://www.newsweek.com/exclusive-secret-commandos-shoot-kill-authority-were-capitol-1661330
[19] https://www.washingtonexaminer.com/news/reporter-congressional-democrats-nobody-gives-bleep-jan-6
[18] https://redstate.com/brandon_morse/2022/06/23/how-bad-is-it-when-even-democrats-are-calling-your-big-january-6-hearing-a-flop-n582847
[15] https://www.foxnews.com/media/politico-reporter-democratic-lawmakers-january-6
[13] https://twitter.com/chadpergram/status/1539627885899792385
[5] https://u.pcloud.link/publink/show?code=kZjuxRVZJXfHeJPkvEH3Ke9SfVlM5S2XC2gX
[5] https://nypost.com/2022/06/15/the-hypocrisy-and-disconnect-of-the-partisan-jan-6-probe/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons

Top Domains
Top Domains in Tweet in Entire Graph:
[688] washingtonpost.com
[586] twitter.com
[549] trib.al
[494] cnn.com
[437] theguardian.com
[351] nytimes.com
[324] rawstory.com
[272] thefederalist.com
[243] rollingstone.com
[233] youtube.com

Top Domains in Tweet in G1:
[243] theguardian.com
[171] trib.al
[168] cnn.com
[99] nytimes.com
[97] twitter.com
[62] rawstory.com
[45] msn.com
[40] washingtonpost.com
[29] vox.com
[22] cbsnews.com

Top Domains in Tweet in G2:
[42] rollingstone.com
[8] cnn.com
[7] apple.news
[6] rawstory.com
[5] theguardian.com
[4] deadstate.org
[3] youtube.com
[3] newrepublic.com
[3] politico.com
[2] trib.al

Top Domains in Tweet in G3:
[40] cnn.com
[35] washingtonpost.com
[24] nytimes.com
[24] twitter.com
[11] theguardian.com
[9] politico.com
[8] dailykos.com
[7] rawstory.com
[7] latimes.com
[7] salon.com

Top Domains in Tweet in G4:
[25] foxnews.com
[13] theepochtimes.com
[10] locals.com
[4] youtube.com
[3] archive.ph
[3] rumble.com
[2] twitter.com
[2] redstate.com
[2] gellerreport.com
[2] truthtent.com

Top Domains in Tweet in G5:
[94] foxnews.com
[75] washingtonpost.com
[73] twitter.com
[68] rawstory.com
[58] nytimes.com
[52] msn.com
[46] cnn.com
[36] businessinsider.com
[25] co.uk
[23] dailykos.com

Top Domains in Tweet in G6:
[203] trib.al
[58] washingtonpost.com
[57] msnbc.com
[55] rollingstone.com
[34] twitter.com
[14] rawstory.com
[14] cnn.com
[9] nytimes.com
[8] theguardian.com
[8] businessinsider.com

Top Domains in Tweet in G7:
[23] rawstory.com
[18] theguardian.com
[12] cnn.com
[9] axios.com
[8] alternet.org
[7] businessinsider.com
[7] twitter.com
[6] cbsnews.com
[5] washingtonpost.com
[5] mediamatters.org

Top Domains in Tweet in G8:
[35] washingtonpost.com
[8] twitter.com
[8] salon.com
[4] rawstory.com
[3] msn.com
[3] youtube.com
[3] cnn.com
[2] businessinsider.com
[1] trib.al
[1] msnbc.com

Top Domains in Tweet in G9:
[134] salon.com
[97] washingtonpost.com
[80] nbcnews.com
[46] latimes.com
[21] msn.com
[19] trib.al
[17] rawstory.com
[16] nytimes.com
[14] huffpost.com
[12] theguardian.com

Top Domains in Tweet in G10:
[237] thefederalist.com
[63] nypost.com
[33] newsweek.com
[21] twitter.com
[19] washingtonexaminer.com
[18] redstate.com
[17] newsmax.com
[16] foxnews.com
[7] washingtontimes.com
[5] pcloud.link

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[122] demvoice1
[78] smartnews
[68] jan6hearings
[63] liveblue2022
[57] fresh
[41] foxnews
[38] votebluetosavedemocracy
[36] indicttrumpnow
[35] trumpisacriminal
[31] january6thcommitteehearings



Top Hashtags in Tweet in G1:
[35] votebluetosavedemocracy
[35] indicttrumpnow
[22] smartnews
[15] trump
[14] politics
[13] corruption
[5] demvoice1
[4] january6thcommittee
[4] jan6hearings
[3] fresh

Top Hashtags in Tweet in G2:
[1] qanon

Top Hashtags in Tweet in G3:
[6] breaking
[5] cdnpoli
[5] freedumbconvoy
[5] uspoli
[4] january6thcommittee
[4] gapol
[3] liveblue2022
[3] demvoice1
[3] capitol
[3] gop

Top Hashtags in Tweet in G4:
[9] foxnews
[2] 1/6/2022 12:00:00 AM
[2] jan6thcommittee
[2] jan6thhearings
[2] jan6hearings
[2] bidengascrisis
[2] bidendestroysamerica
[2] trumpwasright
[2] trump2024
[2] bidenworstpresidentever

Top Hashtags in Tweet in G5:
[48] smartnews
[26] foxnews
[8] news
[8] savesoil
[6] jan6hearings
[3] newsbreak
[3] j6hearings
[3] jan6thcommittee
[3] january6thcommitteehearings
[3] trump

Top Hashtags in Tweet in G6:
[11] thereidout
[3] tn5
[2] staytunedwithpreet
[2] podcast
[2] republican
[2] jan6hearings
[2] theview
[2] smartnews
[2] trump
[2] cutandrun

Top Hashtags in Tweet in G7:
[4] kochnetwork
[1] smartnews
[1] jan6thhearings
[1] january6thcommitteehearings
[1] trumpincitesviolence
[1] trumpinsurrection
[1] magaterrorists
[1] thebiglie
[1] trumpfascism
[1] trumpisathug

Top Hashtags in Tweet in G8:
[5] january6thcommiteehearings
[2] mobrooks
[2] trumpcoupattempt
[2] justicematters
[1] pardonmeday

Top Hashtags in Tweet in G9:
[54] demvoice1
[44] liveblue2022
[12] jan6justice
[12] gop
[6] tfg
[6] oh04
[6] dems4usa
[6] donaldtrump
[6] j6panel
[6] adamkinzinger

Top Hashtags in Tweet in G10:
[2] 1/6/2022 12:00:00 AM
[2] cognitivedissonance
[2] capitolriot
[2] january6thcommitteehearings
[2] foxnews
[1] january6thcommiteehearings

Top Words
Top Words in Tweet in Entire Graph:
[12723] jan
[7547] trump
[6506] committee
[5889] january
[2899] hearings
[2054] report
[2046] breaking
[1899] hundreds
[1867] brooks
[1861] capitol

Top Words in Tweet in G1:
[1739] jan
[1401] trump
[1312] committee
[508] holder
[469] alex
[464] filmmaker
[441] ivanka
[440] hearing
[440] documentary
[419] morning

Top Words in Tweet in G2:
[1511] january
[1196] hundreds
[1192] judges
[1047] breaking
[673] re
[608] top
[603] thomas
[602] court
[602] himself
[600] clarence

Top Words in Tweet in G3:
[2036] jan
[1106] committee
[741] trump
[643] attack
[489] closely
[413] republican
[409] americans
[403] very
[401] following
[401] somewhat

Top Words in Tweet in G4:
[1798] report
[960] jan
[907] members
[905] embedded
[904] surveillance
[902] police
[902] proves
[902] plainclothes
[902] electronic
[902] unit

Top Words in Tweet in G5:
[694] jan
[434] trump
[289] committee
[255] january
[198] hearings
[162] hearing
[88] capitol
[88] election
[86] panel
[75] lawmakers

Top Words in Tweet in G6:
[670] jan
[549] trump
[446] committee
[399] brooks
[353] january
[278] before
[238] donald
[233] mo
[225] crimes
[198] breaking

Top Words in Tweet in G7:
[473] january
[389] breaking
[308] agrees
[307] planned
[306] americans
[302] believe
[299] spontaneous
[296] capitol
[293] 64
[293] attack

Top Words in Tweet in G8:
[712] publix
[680] same
[680] heiress
[545] jan
[489] trump
[372] supermarkets
[352] hundreds
[349] stop
[342] paid
[341] offer

Top Words in Tweet in G9:
[370] jan
[223] republicans
[222] trump
[208] committee
[176] republican
[146] believe
[142] states
[137] united
[137] war
[137] violence

Top Words in Tweet in G10:
[405] jan
[258] capitol
[247] pelosi
[240] security
[238] investigators
[238] responsible
[238] breakdown
[148] january
[124] rosen
[56] committee

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3966] jan,committee
[1512] mo,brooks
[1323] january,committee
[1108] jan,attack
[1101] alex,holder
[1061] bennie,thompson
[962] jan,protesters
[948] supreme,court
[947] proves,plainclothes
[947] electronic,surveillance

Top Word Pairs in Tweet in G1:
[979] jan,committee
[469] alex,holder
[427] filmmaker,alex
[411] deposition,jan
[398] documentary,filmmaker
[384] british,documentary
[382] trump,ivanka
[379] holder,interviewed
[379] interviewed,trump
[379] ivanka,others

Top Word Pairs in Tweet in G2:
[600] clarence,thomas
[598] supreme,court
[597] justice,clarence
[597] recuse,himself
[597] himself,january
[597] january,cases
[597] wife,ginni
[596] breaking,hundreds
[596] hundreds,america
[596] america,top

Top Word Pairs in Tweet in G3:
[1048] jan,committee
[629] jan,attack
[401] somewhat,closely
[346] bennie,thompson
[318] 64,americans
[318] planned,spontaneous
[315] 59,think
[315] bears,lot
[315] lot,responsibility
[315] responsibility,jan

Top Word Pairs in Tweet in G4:
[902] proves,plainclothes
[902] electronic,surveillance
[902] surveillance,unit
[902] jan,protesters
[900] police,report
[900] report,proves
[900] plainclothes,electronic
[900] unit,members
[900] members,embedded
[900] embedded,jan

Top Word Pairs in Tweet in G5:
[150] jan,committee
[107] jan,hearings
[72] jan,panel
[64] gives,bleep
[61] bleep,january
[58] january,committee
[57] politico,reporter
[57] two,democratic
[57] democratic,lawmakers
[57] told,'nobody

Top Word Pairs in Tweet in G6:
[228] mo,brooks
[198] january,committee
[173] rep,mo
[172] testify,before
[171] breaking,rep
[171] brooks,loses
[171] loses,alabama
[171] alabama,senate
[171] senate,runoff
[171] runoff,wake

Top Word Pairs in Tweet in G7:
[299] americans,believe
[299] planned,spontaneous
[293] 64,americans
[291] believe,january
[288] january,attack
[288] attack,capitol
[287] breaking,64
[287] capitol,planned
[287] spontaneous,agrees
[72] jan,hearings

Top Word Pairs in Tweet in G8:
[372] publix,supermarkets
[340] supermarkets,flat
[340] flat,refuses
[340] refuses,offer
[340] offer,vaccines
[340] vaccines,kids
[340] kids,under
[340] under,200
[340] 200,stores
[340] stores,same

Top Word Pairs in Tweet in G9:
[137] united,states
[134] republicans,52
[134] 52,believe
[134] believe,civil
[134] civil,war
[134] war,united
[134] states,lifetime
[134] lifetime,troubling
[134] troubling,statistic
[134] statistic,given

Top Word Pairs in Tweet in G10:
[238] responsible,jan
[238] security,breakdown
[237] pelosi,responsible
[237] breakdown,capitol
[236] jan,security
[235] investigators,pelosi
[51] doing,research
[51] research,article
[51] article,working
[51] working,discovered

Top Replied-To
Top Replied-To in Entire Graph:
@occupydemocrats
@january6thcmte
@jim_jordan
@tedcruz
@kylegriffin1
@chipfranklin
@foxnews
@repmtg
@donaldjtrumpjr
@gopchairwoman

Top Replied-To in G1:
@january6thcmte
@hugolowell
@mike_pence
@mkraju
@mollyjongfast
@donie
@adamkinzinger
@tomselliott
@cabronatq
@ellenkurz

Top Replied-To in G2:
@occupydemocrats
@repswalwell
@antifaoperative
@palmerreport
@therickydavila
@hugolowell
@donlew87
@santiagomayer_
@tpblue4
@steadyaswedodo

Top Replied-To in G3:
@kylegriffin1
@duty2warn
@liberty2bfree
@grandoldmemes
@happy14u
@slickflood
@soledadobrien
@playbookdc

Top Replied-To in G4:
@chuckcallesto
@dineshdsouza
@wemophil
@escapades_s
@janetpagehill
@sadauskis17
@adamkinzinger
@sdkresch
@walshfreedom
@michellelgro

Top Replied-To in G6:
@repandybiggsaz
@walshfreedom
@msnbc
@tristansnell
@obxjen
@jojofromjerz
@occupydemocrats
@joycewhitevance
@smnweekly
@preetbharara

Top Replied-To in G7:
@chipfranklin
@calltoactivism
@b52malmet
@gbbranstetter
@liammcbaen
@georgetakei
@fowlerrobert67
@smanniss
@joncoopertweets
@axios

Top Replied-To in G8:
@az_brittney
@craignewmark
@fake_biden
@walshfreedom

Top Replied-To in G9:
@projectlincoln
@princessbravato
@realdailywire
@brodylevesque
@bradmossesq
@dreamweasel
@chiafook2013
@islandgirlprv
@lelianadelrey
@sandykazmir

Top Replied-To in G10:
@mzhemingway
@julie_kelly2
@newsmax
@bolivershagnas
@daverwriter
@revrjm1959
@renwa82
@byronyork
@kylegriffin1
@tsparoy

Top Mentioned
Top Mentioned in Entire Graph:
@guardianus
@january6thcmte
@maddowblog
@joebiden
@senronjohnson
@nbcnews
@msnbc
@yahoo
@nypost
@mirandadevine

Top Mentioned in G1:
@guardianus
@january6thcmte
@cnnpolitics
@thejusticedept
@maggienyt
@anniegrayercnn
@nytimes
@mkraju
@rawstory
@morgan_rimmer

Top Mentioned in G2:
@repswalwell
@occupydemocrats
@youtube
@bobbycr48838634
@sarahforwi
@n_trylovich
@notdabzy
@boltonsstache69
@frankfigliuzzi1
@wallstreetquee2

Top Mentioned in G3:
@playbookdc
@guardianus
@nbcnews
@lancegooden
@january6thcmte
@malcolmnance
@ericgarland
@zevshalev
@narativtv
@dojcrimdiv

Top Mentioned in G4:
@dineshdsouza
@january6thcmte
@chucktodd
@chuckcallesto
@epochtimes
@vp
@sarapepperbox
@knw30
@walshfreedom
@davidhogg111

Top Mentioned in G5:
@srlaserfilms

Top Mentioned in G6:
@maddowblog
@msnbc
@rollingstone
@thereidout
@joycewhitevance
@kurtbardella
@katyturnbc
@mitchellreports
@halliejackson
@chrisjansing

Top Mentioned in G7:
@calltoactivism
@chipfranklin
@richsignorelli
@eyesontheright
@joncoopertweets
@guardianus
@gma
@poormanumbrella
@kwikwarren
@madeskv

Top Mentioned in G8:
@salon
@brianstelter
@oliverdarcy
@nbcnews
@msnbc
@immzimm

Top Mentioned in G9:
@nbcnews
@sarahlongwell25
@msnbc
@projectlincoln
@theplumlinegs
@aggancarski
@hugolowell
@elienyc
@capitolpolice
@bradmossesq

Top Mentioned in G10:
@nypost
@mirandadevine
@repkinzinger
@usao_dc
@replizcheney
@davidharsanyi
@newsmax
@january6thcmte
@adamschiff
@mzhemingway

Top Tweeters
Top Tweeters in Entire Graph:
@japan_lawson
@pulpnews
@animalsholbox
@missb62
@knewz_currently
@filafresh
@oldlady12345
@rashidaldosari
@mistersalesman
@recitesocial

Top Tweeters in G1:
@rashidaldosari
@kat4obama
@talkintou
@ungubunugu1274
@jmhamiltonblog
@tadrow
@reneevoicebrand
@manchuriandevil
@rhonda_harbison
@deathtocrazy

Top Tweeters in G2:
@tottenbill
@sooze555
@toniragusa
@smcenturff
@barb_swan
@damian_godden
@sillygrandma99
@demsfight4u
@mrconnies
@hoosier47906

Top Tweeters in G3:
@tradermarcocost
@mckbirdbks
@kenkircher1
@mharvey816
@dgendvil
@enrico056
@lindacollins11
@kath2252
@itswanda
@debsomewhere

Top Tweeters in G4:
@z_chrissie
@bamaperry
@xformed
@sunnyek
@lisaannega
@cmg_48
@sylvesterbrenda
@leesutton4
@nononoeu
@rdtbook

Top Tweeters in G5:
@pulpnews
@knewz_currently
@filafresh
@mistersalesman
@medicinehelp
@andyvermaut
@newsoneplace
@politicalhedge
@hagiwararyu11
@dev_discourse

Top Tweeters in G6:
@oldlady12345
@govsherazkhan
@ecclesias
@shirley10090505
@adekleine
@businessinsider
@suekhi
@antipandemonium
@eilonwy24
@mrkalman

Top Tweeters in G7:
@derekjohnbryant
@russelltim151
@stonefree63
@tartancobweb
@jameskthompson1
@marykeithbare1
@1jasliz
@amycrocker76amy
@b52malmet
@kwikwarren

Top Tweeters in G8:
@kak089
@smilan317
@ssmunsell
@cubfan13241
@50smag
@bofflespoffle
@detroit_rachel
@hrhstillstacie
@shellitweetz
@ceajanet

Top Tweeters in G9:
@lechatnoire4
@all435reps
@princessbravato
@straitarrow10
@the_lady_red
@fieryreddragon
@metaquest
@roripierpont1
@melissajpeltier
@teckiegirl

Top Tweeters in G10:
@1catherinesiena
@cbinflux
@bikerbd
@mefbama
@sandricsak
@joannaprile
@cherrybaysb
@nypost
@ericmoo91919605
@bonbee81


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