#CapitolRiot, Twitter, 7/22/2021 7:44:29 PM, 258775


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#CapitolRiot_2021-07-22_12-20-15.xlsx
#CapitolRiot_2021-07-22_12-20-15.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 22, 2021
Short Description:
#CapitolRiot via NodeXL https://bit.ly/3y1Kzw1
@seditionhunters
@joshgerstein
@gopleader
@jordanonrecord
@democracy_911
@matt_vandyke
@bigbluewaveusa
@wusa9
@jim_jordan
@ericflacktv

Top hashtags:
#capitolriot
#dcriot
#seditionhunters
#notgrizzly
#seditioninsiders

Description:
Description
The graph represents a network of 5,487 Twitter users whose recent tweets contained "#CapitolRiot", 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, 22 July 2021 at 19:36 UTC.

The tweets in the network were tweeted over the 8-day, 10-hour, 8-minute period from Wednesday, 14 July 2021 at 09:08 UTC to Thursday, 22 July 2021 at 19:16 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 : 5487
Unique Edges : 6481
Edges With Duplicates : 5618
Total Edges : 12099
Number of Edge Types : 5
Retweet : 8262
MentionsInRetweet : 2187
Tweet : 636
Mentions : 768
Replies to : 246
Self-Loops : 708
Reciprocated Vertex Pair Ratio : 0.0027981345769487
Reciprocated Edge Ratio : 0.00558065373372309
Connected Components : 369
Single-Vertex Connected Components : 221
Maximum Vertices in a Connected Component : 4754
Maximum Edges in a Connected Component : 11173
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.105356
Graph Density : 0.000250019251415918
Modularity : 0.490879
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,487 Twitter users whose recent tweets contained "#CapitolRiot", 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, 22 July 2021 at 19:36 UTC.

The tweets in the network were tweeted over the 8-day, 10-hour, 8-minute period from Wednesday, 14 July 2021 at 09:08 UTC to Thursday, 22 July 2021 at 19:16 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 : #CapitolRiot
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:
[866] http://FBI.GOV
[543] https://seditionhunters.org/
[102] https://storage.courtlistener.com/recap/gov.uscourts.dcd.227536/gov.uscourts.dcd.227536.39.0.pdf
[68] https://storage.courtlistener.com/recap/gov.uscourts.dcd.232828/gov.uscourts.dcd.232828.1.1.pdf
[68] https://www.politico.com/news/2021/07/09/doj-database-capitol-riot-prosecutions-498911
[66] https://ecf.dcd.uscourts.gov/cgi-bin/show_public_doc?2021gj0020-6
[59] https://www.washingtonpost.com/local/legal-issues/prison-sentence-recommendation-capitol-riot/2021/07/15/eb2261ea-e505-11eb-8aa5-5662858b696e_story.html
[53] https://www.govexec.com/management/2021/07/doj-will-not-prosecute-trump-officials-after-ig-referred-findings-false-testimony-census/183843/
[38] https://www.fbi.gov/
[36] https://www.politico.com/news/2021/07/16/judge-capitol-riot-grand-jury-evidence-499831

Top URLs in Tweet in G1:
[718] http://FBI.GOV
[445] https://seditionhunters.org/
[24] https://www.fbi.gov/
[3] https://ecf.dcd.uscourts.gov/cgi-bin/show_public_doc?2021gj0020-6
[3] https://www.politico.com/news/2021/07/09/doj-database-capitol-riot-prosecutions-498911
[1] https://twitter.com/smc429/status/1416795378947477505
[1] https://twitter.com/SeditionHunters/status/1413230157737955330
[1] https://twitter.com/SeditionHunters/status/1415354513180053512
[1] https://twitter.com/SeditionHunters/status/1416096596987633668
[1] https://twitter.com/SeditionHunters/status/1416096411792429061

Top URLs in Tweet in G2:
[95] https://storage.courtlistener.com/recap/gov.uscourts.dcd.227536/gov.uscourts.dcd.227536.39.0.pdf
[64] https://storage.courtlistener.com/recap/gov.uscourts.dcd.232828/gov.uscourts.dcd.232828.1.1.pdf
[58] https://ecf.dcd.uscourts.gov/cgi-bin/show_public_doc?2021gj0020-6
[58] https://www.politico.com/news/2021/07/09/doj-database-capitol-riot-prosecutions-498911
[34] https://www.politico.com/news/2021/07/16/judge-capitol-riot-grand-jury-evidence-499831
[23] https://twitter.com/i/spaces/1zqKVXBMQnYJB
[8] https://www.clickorlando.com/news/local/2021/07/15/feds-arrest-2-central-florida-men-accused-of-taking-part-in-capitol-riot/
[7] https://twitter.com/joshgerstein/status/1416040607118733319
[7] http://FBI.GOV
[4] https://www.politico.com/news/2021/07/19/capitol-riot-first-felony-sentence-500149

Top URLs in Tweet in G3:
[9] https://twitter.com/ResisterSis20/status/1415800600365838336
[7] https://www.dallasnews.com/news/politics/2021/07/21/pelosi-vetoes-two-trump-allies-as-threats-to-integrity-of-jan-6-probe-but-accepts-texas-nehls/
[5] https://twitter.com/SeditionHunters/status/1416814413361856515/photo/1
[4] https://twitter.com/samoneillsa/status/1417902419606974465
[4] http://FBI.GOV
[4] https://twitter.com/billybaldwin/status/1417906391117828101
[4] https://www.dallasnews.com/news/politics/2021/07/19/us-rep-troy-nehls-of-texas-selected-for-seat-on-house-committee-to-investigate-jan-6-riot/
[4] https://us.cnn.com/2021/07/19/politics/capitol-riot-felony-paul-hodgkins/index.html
[4] https://www.cantonrep.com/story/news/2021/07/15/book-says-liz-cheney-blamed-jim-jordan-jan-6-capitol-attack/7979104002/?utm_content=buffer15117&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://seditionhunters.org/

Top URLs in Tweet in G4:
[116] http://FBI.GOV
[79] https://seditionhunters.org/
[25] https://www.wusa9.com/article/news/national/capitol-riots/who-shot-ashli-babbitt-inside-the-effort-to-make-a-january-6-martyr-right-wing-paul-gosar-donald-trump-white-supremacist-anti-semitic-qanon/65-6641f710-99d0-42ba-b657-4c568e132ef1
[17] https://www.wusa9.com/article/news/national/capitol-riots/capitol-riot-virginia-police-officer-arrest-warrant-allegedly-bought-34-guns-while-indicted/65-c2bc27f8-4f02-4814-a5ac-14ae1a202025
[14] https://www.wusa9.com/article/news/national/capitol-riots/substantial-progress-made-toward-plea-deal-for-maryland-man-who-livestreamed-capitol-riot-andrew-bennett-proud-boy/65-88941813-3236-4670-beec-8fa2e69038f6
[13] https://www.fbi.gov/
[10] https://www.wusa9.com/article/news/national/capitol-riots/former-army-special-forces-soldier-threw-flag-pole-at-officer-like-a-spear-during-capitol-riot-doj-says-fishersville-virginia/65-3e5a0aa9-6d6d-4adb-b8ec-e49d3fdf9a33
[9] https://www.wusa9.com/article/news/national/capitol-riots/dea-agent-charged-capitol-riots-mark-ibrahim-january-6/65-33b0ce11-7333-4d6a-8456-8f8f4f3c7443
[7] https://twitter.com/ResisterSis20/status/1415800600365838336
[6] https://www.wusa9.com/article/news/national/capitol-riots/private-telegram-messages-show-proud-boys-scrambling-after-capitol-riot-ethan-nordean-joseph-biggs-dominic-pezzola-enrique-tarrio/65-b08c1c31-5d34-4b9c-8e98-ab2bc982fc5c

Top URLs in Tweet in G5:
[11] https://raymondafoss.blogspot.com/2021/07/when-democrats-are-sitting-in-prisons.html
[4] https://raymondafoss.blogspot.com/2021/07/when-democrats-are-sitting-in-prison.html
[4] https://www.nbcnews.com/politics/justice-department/florida-man-gets-1st-felony-sentence-role-capitol-riot-n1274353
[2] https://twitter.com/Newsweek/status/1414688642300252162
[2] https://www.nbcnews.com/politics/politics-news/idaho-man-who-dangled-senate-gallery-pleads-guilty-capitol-riot-n1274002
[2] https://thenewsandtimes.blogspot.com
[2] https://www.washingtonpost.com/politics/2021/07/15/jan-6-i-alone-can-fix-it-book-excerpt/
[2] https://raymondafoss.blogspot.com/2021/07/the-terror-will-only-get-louder.html
[2] https://raymondafoss.blogspot.com/2021/07/they-are-just-getting-started-v2.html
[2] https://www.foxnews.com/media/capitol-riot-9-11-families

Top URLs in Tweet in G6:
[1] https://ecf.dcd.uscourts.gov/cgi-bin/show_public_doc?2021gj0020-6
[1] https://www.politico.com/news/2021/07/09/doj-database-capitol-riot-prosecutions-498911
[1] http://FBI.GOV
[1] https://seditionhunters.org/

Top URLs in Tweet in G7:
[51] https://www.govexec.com/management/2021/07/doj-will-not-prosecute-trump-officials-after-ig-referred-findings-false-testimony-census/183843/
[6] https://www.nbcnews.com/politics/congress/mccarthy-pulls-his-choices-jan-6-panel-after-pelosi-rejects-n1274632
[4] https://www.youtube.com/watch?v=jWJVMoe7OY0&feature=youtu.be

[2] https://docs.google.com/spreadsheets/d/1uBr-Yey_yH7VUSPxfGds6PIvhU7cJdMNaVERH1L5m_4/edit#gid=1862949211
[2] http://FBI.GOV
[2] https://act.boldprogressives.org/whipcount/drain-the-traitors/
[1] https://twitter.com/alanfeuer/status/1417240679898652681
[1] https://youtu.be/jWJVMoe7OY0
[1] https://twitter.com/TheDemCoalition/status/1415990214561083398
[1] https://storage.courtlistener.com/recap/gov.uscourts.dcd.227536/gov.uscourts.dcd.227536.39.0.pdf

Top URLs in Tweet in G8:
[5] https://www.usatoday.com/storytelling/capitol-riot-mob-arrests/
[3] https://twitter.com/Unscripted0/status/1407705704769720320
[3] https://twitter.com/TalkinKnowledge/status/1407965463984885761
[2] https://twitter.com/MacFarlaneNews/status/1415389849675354116
[2] https://twitter.com/talkinknowledge/status/1407965463984885761
[2] https://thehill.com/regulation/court-battles/563512-father-and-son-police-officers-charged-with-joining-proud-boys-at
[1] https://twitter.com/drew_hammill/status/1417909749698400259
[1] https://twitter.com/DenbrotS/status/1417174163391983617
[1] https://twitter.com/mog7546/status/1403809619059826690
[1] https://coloradotimesrecorder.com/2021/07/co-lawmaker-promotes-qanon-movie-admits-to-crossing-police-barriers-during-insurrection/38192/

Top URLs in Tweet in G9:
[57] https://www.washingtonpost.com/local/legal-issues/prison-sentence-recommendation-capitol-riot/2021/07/15/eb2261ea-e505-11eb-8aa5-5662858b696e_story.html
[7] https://www.nytimes.com/2021/06/30/us/jan-6-capitol-attack-takeaways.html
[4] https://www.reuters.com/world/us/what-planet-are-they-judge-blasts-republicans-downplaying-attack-us-capitol-2021-06-23/
[2] https://www.thedailybeast.com/father-and-son-pastors-james-and-casey-cusick-arrested-for-storming-the-capitol
[2] https://abcnews.go.com/US/wireStory/judge-car-show-trip-man-arrested-capitol-riot-78360701
[1] http://FBI.GOV
[1] https://seditionhunters.org/

Top URLs in Tweet in G10:
[20] https://twitter.com/timeindawater1/status/1412490592546738176
[10] https://www.rawstory.com/vaccine-lawsuit/
[9] https://www.huffpost.com/entry/paul-hodgkins-capitol-attack-felony-trump_n_60f5857ee4b0a771e806bfc5?ncid=engmodushpmg00000004
[5] https://www.rawstory.com/doug-jensen-iowa/
[3] https://www.whereweconverge.com/news-views-and-brews
[2] https://www.youtube.com/watch?v=WNj20RjaUFc

[2] https://twitter.com/ResisterSis20/status/1415800600365838336
[1] https://twitter.com/TheBlansh/status/1415387830403178504
[1] https://twitter.com/InsurgentHunter/status/1416142147405762561
[1] http://FBI.GOV

Top Domains
Top Domains in Tweet in Entire Graph:
[904] fbi.gov
[543] seditionhunters.org
[386] twitter.com
[172] courtlistener.com
[118] politico.com
[115] wusa9.com
[85] washingtonpost.com
[68] youtube.com
[66] uscourts.gov
[53] govexec.com

Top Domains in Tweet in G1:
[742] fbi.gov
[445] seditionhunters.org
[5] twitter.com
[3] uscourts.gov
[3] politico.com
[1] wogx.com

Top Domains in Tweet in G2:
[159] courtlistener.com
[100] politico.com
[58] uscourts.gov
[35] twitter.com
[8] clickorlando.com
[7] fbi.gov
[3] washingtonpost.com
[3] wogx.com
[2] seditionhunters.org
[1] theguardian.com

Top Domains in Tweet in G3:
[85] twitter.com
[14] dallasnews.com
[10] youtube.com
[6] cnn.com
[5] fbi.gov
[5] apnews.com
[5] cantonrep.com
[4] washingtonpost.com
[3] seditionhunters.org
[3] staradvertiser.com

Top Domains in Tweet in G4:
[129] fbi.gov
[112] wusa9.com
[79] seditionhunters.org
[31] twitter.com
[8] courtlistener.com
[4] msn.com
[4] politico.com
[3] nbcnews.com
[3] uscourts.gov
[2] google.com

Top Domains in Tweet in G5:
[65] twitter.com
[25] blogspot.com
[10] cnn.com
[10] nbcnews.com
[5] washingtonpost.com
[5] yahoo.com
[4] youtube.com
[4] apple.news
[4] nytimes.com
[4] cherylfahling.com

Top Domains in Tweet in G6:
[1] uscourts.gov
[1] politico.com
[1] fbi.gov
[1] seditionhunters.org

Top Domains in Tweet in G7:
[51] govexec.com
[6] nbcnews.com
[4] youtube.com
[3] twitter.com
[2] google.com
[2] fbi.gov
[2] boldprogressives.org
[1] youtu.be
[1] courtlistener.com
[1] wusa9.com

Top Domains in Tweet in G8:
[23] twitter.com
[5] usatoday.com
[2] thehill.com
[1] coloradotimesrecorder.com
[1] alternet.org
[1] nbcnews.com
[1] washingtonpost.com
[1] medium.com

Top Domains in Tweet in G9:
[57] washingtonpost.com
[7] nytimes.com
[4] reuters.com
[2] thedailybeast.com
[2] go.com
[1] fbi.gov
[1] seditionhunters.org

Top Domains in Tweet in G10:
[24] twitter.com
[15] rawstory.com
[9] huffpost.com
[3] whereweconverge.com
[2] youtube.com
[1] fbi.gov
[1] seditionhunters.org
[1] wusa9.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9355] capitolriot
[3953] dcriot
[1782] seditionhunters
[828] notgrizzly
[624] seditioninsiders
[594] wanted
[593] drunkedtrashstache
[593] wednesdaythought
[529] batonnabber
[511] saturdayvibes



Top Hashtags in Tweet in G1:
[5495] capitolriot
[3383] dcriot
[1490] seditionhunters
[747] notgrizzly
[537] seditioninsiders
[506] drunkedtrashstache
[506] wanted
[506] wednesdaythought
[464] batonnabber
[462] saturdayvibes

Top Hashtags in Tweet in G2:
[664] capitolriot
[56] j6
[44] dcriot
[20] seditionhunters
[11] drunkedtrashstache
[11] wanted
[11] wednesdaythought
[10] notgrizzly
[6] plaid45
[6] monstersanta

Top Hashtags in Tweet in G3:
[361] capitolriot
[61] insurrection
[54] gqp
[36] capitolinsurrection
[28] 1/6/2021 12:00:00 AM
[28] january6thinsurrection
[27] gopseditioustraitors
[22] gop
[21] gopbetrayedamerica
[19] dcriot

Top Hashtags in Tweet in G4:
[1264] capitolriot
[435] dcriot
[208] seditionhunters
[78] seditioninsiders
[58] drunkedtrashstache
[58] wanted
[58] wednesdaythought
[57] notgrizzly
[46] batonnabber
[44] monstersanta

Top Hashtags in Tweet in G5:
[290] capitolriot
[54] insurrection
[47] trump
[25] gop
[18] capitolattack
[17] 1/6/2021 12:00:00 AM
[16] democrats
[15] democracy
[14] poetry
[14] sedition

Top Hashtags in Tweet in G6:
[101] capitolriot
[95] benghazi
[95] trumpliedpeopledied
[95] neverforgetjanuary6th
[94] crybabykevin
[4] dcriot
[1] greenbeanstalk
[1] batonnabber
[1] senatepenguin
[1] seditionhunters

Top Hashtags in Tweet in G7:
[109] capitolriot
[51] presidentbiden
[51] firemerrickgarland
[11] neverforgetjanuary6th
[8] dcriot
[7] seditionhunters
[5] trump
[5] maga
[5] domesticterrorism
[4] antimaskers

Top Hashtags in Tweet in G8:
[63] capitolriot
[11] january6th
[8] january6thinsurrection
[8] antifa
[8] insurrection
[5] dcriot
[5] capitolattack
[5] bidenharris
[5] covid19
[5] vaccinated

Top Hashtags in Tweet in G9:
[85] capitolriot
[75] 1/6/2021 12:00:00 AM
[75] jan6insurrection
[73] jan6th
[57] jan6thinsurrection
[57] terrorism
[10] 1/6/2021 12:00:00 AM
[7] insurrection
[7] january6th
[7] january6thinsurrection

Top Hashtags in Tweet in G10:
[80] capitolriot
[20] accountable
[20] biglie
[20] freshvoicesrise
[10] rightwing
[10] americafrontlinedoctors
[10] simonegold
[10] stellaimmanuel
[10] covidvaccines
[9] trumpsupporter

Top Words
Top Words in Tweet in Entire Graph:
[14740] please
[10391] fbi
[9366] #capitolriot
[5583] wanted
[4845] media
[4832] know
[4830] social
[4719] names
[4662] share
[4624] platforms

Top Words in Tweet in G1:
[12560] please
[8783] fbi
[5495] #capitolriot
[4812] wanted
[4071] social
[4071] media
[4004] names
[3941] know
[3937] share
[3937] platforms

Top Words in Tweet in G2:
[664] #capitolriot
[217] doc
[208] defendant
[175] trump
[168] judge
[166] please
[161] know
[153] months
[140] case
[138] fellows

Top Words in Tweet in G3:
[363] #capitolriot
[109] gopleader
[76] january
[70] please
[67] capitol
[63] know
[61] #insurrection
[60] stupid
[54] #gqp
[52] gop

Top Words in Tweet in G4:
[1646] please
[1264] #capitolriot
[1196] fbi
[583] social
[582] media
[575] wanted
[549] names
[547] know
[523] share
[523] platforms

Top Words in Tweet in G5:
[290] #capitolriot
[62] capitol
[54] #insurrection
[47] #trump
[31] months
[28] prison
[27] riot
[26] trump
[24] #gop
[19] jan

Top Words in Tweet in G6:
[101] #capitolriot
[95] #benghazi
[95] vs
[95] mccarthy
[95] couldn
[95] enough
[95] benghazi
[95] investigation
[95] ignore
[95] tяump

Top Words in Tweet in G7:
[109] #capitolriot
[55] tяump
[53] doj
[53] organizers
[51] rock
[51] solid
[51] proof
[51] lackey
[51] wilbur
[51] ross

Top Words in Tweet in G8:
[63] #capitolriot
[34] fbi
[16] please
[11] #january6th
[9] capitol
[9] charged
[8] #january6thinsurrection
[8] one
[8] #antifa
[8] #insurrection

Top Words in Tweet in G9:
[85] #capitolriot
[75] #jan6
[75] #jan6insurrection
[73] #jan6th
[64] capitol
[57] need
[57] deter
[57] others
[57] especially
[57] strong

Top Words in Tweet in G10:
[80] #capitolriot
[40] coup
[30] stop
[29] one
[28] please
[25] january
[20] sign
[20] pledge
[20] hold
[20] gosar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4828] social,media
[4718] names,social
[4621] please,share
[4621] share,platforms
[4621] please,contact
[4621] contact,fbi
[4621] please,names
[3953] #dcriot,#capitolriot
[3720] know,person
[3720] person,please

Top Word Pairs in Tweet in G1:
[4071] social,media
[4004] names,social
[3937] please,share
[3937] share,platforms
[3937] please,contact
[3937] contact,fbi
[3937] please,names
[3383] #dcriot,#capitolriot
[3195] platforms,know
[3195] know,person

Top Word Pairs in Tweet in G2:
[208] #capitolriot,defendant
[109] defendant,brandon
[109] brandon,fellows
[109] fellows,left
[109] left,voicemail
[109] voicemail,pretrial
[109] pretrial,services
[109] services,supervision
[109] supervision,colleague
[109] colleague,know

Top Word Pairs in Tweet in G3:
[41] #insurrection,#capitolriot
[38] big,lie
[36] kevin,know
[36] know,party
[36] party,big
[36] lie,going
[36] going,bottom
[36] bottom,happened
[36] happened,january
[36] january,benghazi

Top Word Pairs in Tweet in G4:
[581] social,media
[549] names,social
[522] please,share
[522] share,platforms
[522] please,contact
[522] contact,fbi
[522] please,names
[435] #dcriot,#capitolriot
[394] know,person
[394] person,please

Top Word Pairs in Tweet in G5:
[24] #capitolriot,#insurrection
[19] months,prison
[17] capitol,riot
[14] #democrats,sitting
[12] #insurrection,#capitolriot
[11] #capitolriot,#capitolattack
[11] sitting,#prisons
[11] #poetry,#democracy
[10] #prisons,stanza
[10] stanza,10

Top Word Pairs in Tweet in G6:
[95] #benghazi,vs
[95] vs,#capitolriot
[95] #capitolriot,mccarthy
[95] mccarthy,couldn
[95] couldn,enough
[95] enough,benghazi
[95] benghazi,investigation
[95] investigation,ignore
[95] ignore,tяump
[95] tяump,deadly

Top Word Pairs in Tweet in G7:
[51] rock,solid
[51] solid,proof
[51] proof,tяump
[51] tяump,lackey
[51] lackey,wilbur
[51] wilbur,ross
[51] ross,committed
[51] committed,multiple
[51] multiple,felonies
[51] felonies,doj

Top Word Pairs in Tweet in G8:
[8] #capitolriot,#january6th
[6] #insurrection,#capitolriot
[5] #january6thinsurrection,#capitolriot
[5] addition,fbi
[5] fbi,wanted
[5] wanted,list
[5] list,please
[5] please,share
[5] share,platforms
[5] platforms,know

Top Word Pairs in Tweet in G9:
[59] #jan6,#jan6insurrection
[57] need,deter
[57] deter,others
[57] others,especially
[57] especially,strong
[57] strong,cases
[57] cases,involving
[57] involving,domestic
[57] domestic,terrorism
[57] terrorism,breach

Top Word Pairs in Tweet in G10:
[20] sign,pledge
[20] pledge,hold
[20] hold,gosar
[20] gosar,#accountable
[20] #accountable,january
[20] january,insurrection
[20] insurrection,one
[20] one,architects
[20] architects,progress
[20] progress,coup

Top Replied-To
Top Replied-To in Entire Graph:
@sites4congress
@macfarlanenews
@gopleader
@loge23
@projectlincoln
@ryanjreilly
@jim_jordan
@speakerpelosi
@minggao26
@capitolhunters

Top Replied-To in G1:
@macfarlanenews

Top Replied-To in G3:
@sites4congress
@gopleader
@jim_jordan
@speakerpelosi
@hawleymo
@newsmax
@thehill
@jakesherman
@lindseygrahamsc
@elisestefanik

Top Replied-To in G4:
@michigantea

Top Replied-To in G7:
@macfarlanenews
@ryanjreilly
@bill_maxwell_
@girlsreallyrule
@nowthisnews
@kaivanshroff
@nooneunscripted
@chipfranklin

Top Replied-To in G8:
@fbi
@tedlieu
@repstefanik
@glennkirschner2
@marcorubio
@thejusticedept
@fbiwfo
@capitolpolice
@donaldjtrumpjr
@markmeadows

Top Replied-To in G10:
@capitolhunters
@rmwiersema
@insurgenthunter

Top Mentioned
Top Mentioned in Entire Graph:
@tomarnold
@wusa9
@ericflacktv
@seamushughes
@capitolpolice
@gopleader
@benniegthompson
@dcpolicedept
@kyledcheney
@gop

Top Mentioned in G1:
@tomarnold
@wusa9
@ericflacktv
@seamushughes
@capitolpolice
@dcpolicedept

Top Mentioned in G2:
@benniegthompson
@kyledcheney
@emptywheel
@wusa9
@ericflacktv
@politico
@tomarnold
@zoetillman

Top Mentioned in G3:
@gopleader
@gop
@kevinomccarthy
@jim_jordan
@speakerpelosi
@housegop
@senategop
@leadermcconnell
@cspanwj
@youtube

Top Mentioned in G4:
@wusa9
@ericflacktv
@seamushughes
@capitolpolice
@dcpolicedept
@tomarnold
@mrbrianhughes
@alex_friedfeld
@laurachanning
@peril_au

Top Mentioned in G5:

Top Mentioned in G6:
@democracy_911

Top Mentioned in G7:
@newspaperjjjk
@_jahan
@bill_maxwell_
@stephenathome
@colbertlateshow
@maddow
@wusa9
@macfarlanenews
@cspanwj
@speakerpelosi

Top Mentioned in G8:
@fbi
@joebiden
@flotus
@chrisstigall
@eddiecaiazzo
@trump
@thejusticedept
@dcpolicedept
@potus45
@donaldjtrumpjr

Top Mentioned in G9:
@officialsoli

Top Mentioned in G10:
@ne0ndistraction
@wwconverge
@scc_insight
@seattleopa
@seattlepd
@petemont
@rightwingwatch
@nanciama
@dhershiser
@wusa9

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@knewz_currently
@threadreaderapp
@dichristine
@s9tmt
@monicasloves
@kat4obama
@femtech_
@world_news_eng
@joni_looking

Top Tweeters in G1:
@missb62
@s9tmt
@monicasloves
@joni_looking
@manmet80
@sddphoto
@yarosisnancy
@kenkircher1
@dancas2
@stockguy61

Top Tweeters in G2:
@dichristine
@britpoptarts
@gottalaff
@angelajeong
@lizditz
@marthalynneowe1
@paxnostrum
@jjj5819
@reagancbrown
@morgfair

Top Tweeters in G3:
@bannerite
@cheezwitham
@thehill
@mayirmamay14
@justwhatnowwhy
@deesbarbara
@mtmarilyn2
@elkehollings
@loraanem
@ncfarmer321

Top Tweeters in G4:
@mharvey816
@wildwillow65
@katcapps
@pgrandee10
@adekleine
@amcneer
@alani_x
@alaskarebel
@runpattirun
@tempkt

Top Tweeters in G5:
@knewz_currently
@moritzbhg
@markburgerenerg
@keepitrealtea
@rogue_corq
@ajitsinhjagirda
@amadorn
@chestnut_daniel
@zachvat
@pagilchrist

Top Tweeters in G6:
@locou9
@truthbuster
@proudcanadavet
@ljl_geek
@bookworm474
@tomasrabago1
@kmamabear03
@positivjunelbug
@lafizzyd
@roadrunner6149

Top Tweeters in G7:
@truthglow
@cherokeenative3
@huffpost
@janesepmeier
@aworldoutofmind
@jomajority
@jfsebastian146
@routeofthesun
@outnow45
@queenphillippa

Top Tweeters in G8:
@tblackwe85
@lauferlaw
@snarky_op
@linda_wed1
@kathybrownkathy
@malcolmnance
@1rgmartin
@bigdontee
@kathryn_sandy
@dammitbritt

Top Tweeters in G9:
@sudeepkhatri
@79topper
@walkerdl
@jengrimes8
@pamgriffa
@dlp75902038
@jwhoopes2
@luann_slinker
@kevinwardrop
@editorjamiec

Top Tweeters in G10:
@bbkenn92
@pameladubsky49
@pbsulak
@resistersis20
@cscstars
@lilsun83
@peaceplay
@bearchristensen
@haaohaoo
@sissyroxx


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