QAnon Shaman, Twitter, 5/19/2021 4:44:41 AM, 255084


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QAnon Shaman_2021-05-18_20-43-43.xlsx
QAnon Shaman_2021-05-18_20-43-43.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 19, 2021
Short Description:
QAnon Shaman via NodeXL https://bit.ly/3wfZZvp
@mattshuham
@sethabramson
@jackposobiec
@mmpadellan
@cmclymer
@archangelcrew
@jakelobin
@thedailybeast
@judgeyourself99
@sarahkendzior

Top hashtags:
#wtpblue
#demvoice1
#fanatic45
#standforbetter
#onev1
#insurrection

Description:
Description
The graph represents a network of 14,977 Twitter users whose recent tweets contained "QAnon Shaman", 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 Wednesday, 19 May 2021 at 04:29 UTC.

The tweets in the network were tweeted over the 7-day, 10-hour, 22-minute period from Tuesday, 11 May 2021 at 17:19 UTC to Wednesday, 19 May 2021 at 03:42 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 : 14977
Unique Edges : 19055
Edges With Duplicates : 1020
Total Edges : 20075
Number of Edge Types : 5
Retweet : 16322
Replies to : 1036
Tweet : 1008
Mentions : 736
MentionsInRetweet : 973
Self-Loops : 1032
Reciprocated Vertex Pair Ratio : 0.000753579502637528
Reciprocated Edge Ratio : 0.00150602409638554
Connected Components : 733
Single-Vertex Connected Components : 566
Maximum Vertices in a Connected Component : 13893
Maximum Edges in a Connected Component : 19005
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.568324
Graph Density : 8.28906317321888E-05
Modularity : 0.662043
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 14,977 Twitter users whose recent tweets contained "QAnon Shaman", 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 Wednesday, 19 May 2021 at 04:29 UTC.

The tweets in the network were tweeted over the 7-day, 10-hour, 22-minute period from Tuesday, 11 May 2021 at 17:19 UTC to Wednesday, 19 May 2021 at 03:42 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 : QAnon Shaman
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:
[6102] https://twitter.com/TPM/status/1394629722404016131
[2747] https://twitter.com/mattshuham/status/1394666856171122692
[805] https://twitter.com/therecount/status/1394667571031547912
[313] https://www.alternet.org/2021/05/qanon-shaman/
[292] https://www.rawstory.com/qanon-shamans-lawyer-capitol-rioters-are-short-bus-people-manipulated-by-worst-propaganda-since-hitler/
[240] https://www.salon.com/2021/05/18/now-the-qanon-shaman-wants-to-use-autism-as-an-excuse-hell-no/
[172] https://www.thedailybeast.com/qanon-shaman-jacob-chansleys-lawyer-al-watkins-says-many-capitol-ioters-are-retarded?via=twitter_page
[128] http://trib.al/CyhKPId
[113] https://www.mediaite.com/news/qanon-shaman-attorney-defends-his-client-and-alleged-capitol-rioters-as-short-bus-people-in-wild-interview/
[81] https://www.thedailybeast.com/qanon-shaman-jacob-chansleys-lawyer-al-watkins-says-many-capitol-ioters-are-retarded?source=twitter&via=desktop

Top URLs in Tweet in G1:
[5302] https://twitter.com/TPM/status/1394629722404016131
[4] https://www.alternet.org/2021/05/qanon-shaman/
[3] https://twitter.com/mattshuham/status/1394666856171122692
[3] https://www.rawstory.com/qanon-shamans-lawyer-capitol-rioters-are-short-bus-people-manipulated-by-worst-propaganda-since-hitler/
[2] https://news.yahoo.com/news/qanon-shaman-lawyer-issues-shockingly-173200108.html
[2] https://www.thedailybeast.com/qanon-shaman-jacob-chansleys-lawyer-al-watkins-says-many-capitol-ioters-are-retarded
[1] https://www.joemygod.com/2021/05/lawyer-for-qanon-shaman-says-rioters-have-brain-damage-from-four-years-of-hitler-like-propaganda/
[1] https://www.dailymail.co.uk/news/article-9592693/QAnon-Shamans-lawyer-says-Capitol-rioters-retarded-spectrum.html
[1] https://twitter.com/mattshuham/status/1394666856171122692?s=20
[1] https://trendingpolitics.com/new-blockbuster-footage-from-capitol-riots-throws-doubt-on-insurrection-narrative-knab/

Top URLs in Tweet in G2:
[555] https://twitter.com/mattshuham/status/1394666856171122692
[255] https://twitter.com/TPM/status/1394629722404016131
[193] https://www.alternet.org/2021/05/qanon-shaman/
[186] https://www.salon.com/2021/05/18/now-the-qanon-shaman-wants-to-use-autism-as-an-excuse-hell-no/
[89] https://twitter.com/therecount/status/1394667571031547912
[86] https://www.rawstory.com/qanon-shamans-lawyer-capitol-rioters-are-short-bus-people-manipulated-by-worst-propaganda-since-hitler/
[71] https://twitter.com/trcfwtt/status/1391307143836577793
[61] https://news.yahoo.com/qanon-shaman-lawyer-issues-shockingly-173200108.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[59] https://extremism.gwu.edu/sites/g/files/zaxdzs2191/f/Eric%20Bochene%20Statement%20of%20Facts.pdf
[28] https://twitter.com/smotus/status/1394697048566468609

Top URLs in Tweet in G3:
[1435] https://twitter.com/mattshuham/status/1394666856171122692
[169] https://twitter.com/TPM/status/1394629722404016131
[10] https://www.independent.co.uk/news/world/americas/us-politics/qanon-shaman-lawyer-trump-hitler-b1849680.html
[8] https://www.alternet.org/2021/05/qanon-shaman/
[8] https://www.rawstory.com/qanon-shamans-lawyer-capitol-rioters-are-short-bus-people-manipulated-by-worst-propaganda-since-hitler/
[7] https://www.salon.com/2021/05/18/now-the-qanon-shaman-wants-to-use-autism-as-an-excuse-hell-no/
[3] https://extremism.gwu.edu/sites/g/files/zaxdzs2191/f/Eric%20Bochene%20Statement%20of%20Facts.pdf
[3] https://talkingpointsmemo.com/news/capitol-rioters-trump-defense-comes-up-again-and-again-will-it-make-a-difference
[1] https://www.alternet.org/2021/05/qanon-shaman/?utm_source=&utm_medium=email&utm_campaign=7162&recip_id=665299&list_id=2
[1] https://www.palmerreport.com/analysis/bad-news-for-the-qanon-shaman/39010/

Top URLs in Tweet in G4:
[6] https://twitter.com/TPM/status/1394629722404016131
[2] https://twitter.com/mattshuham/status/1394666856171122692
[2] https://twitter.com/JackPosobiec/status/1394663145545797635
[2] https://www.npr.org/2021/03/09/975097124/judge-rejects-qanon-shamans-bid-for-early-release-from-jail
[1] https://www.alternet.org/2021/05/qanon-shaman/
[1] https://twitter.com/therecount/status/1394667571031547912

Top URLs in Tweet in G5:
[635] https://twitter.com/therecount/status/1394667571031547912
[67] https://twitter.com/mattshuham/status/1394666856171122692
[49] https://twitter.com/TPM/status/1394629722404016131
[23] https://www.rawstory.com/qanon-shamans-lawyer-capitol-rioters-are-short-bus-people-manipulated-by-worst-propaganda-since-hitler/
[21] https://www.alternet.org/2021/05/qanon-shaman/
[9] https://www.rawstory.com/qanon-shaman-2651101308/
[8] http://www.msn.com/en-us/news/politics/qanon-shaman-attorney-world-hasnt-seen-propaganda-like-trumps-since-hitler/ar-BB1gSlga?ocid=st
[3] https://twitter.com/trcfwtt/status/1391307143836577793
[2] https://extremism.gwu.edu/sites/g/files/zaxdzs2191/f/Eric%20Bochene%20Statement%20of%20Facts.pdf
[2] https://www.salon.com/2021/05/18/now-the-qanon-shaman-wants-to-use-autism-as-an-excuse-hell-no/

Top URLs in Tweet in G6:
[76] https://twitter.com/mattshuham/status/1394666856171122692
[64] https://twitter.com/TPM/status/1394629722404016131
[24] https://twitter.com/therecount/status/1394667571031547912
[5] https://www.alternet.org/2021/05/qanon-shaman/
[4] https://www.rawstory.com/qanon-shamans-lawyer-capitol-rioters-are-short-bus-people-manipulated-by-worst-propaganda-since-hitler/
[3] https://www.salon.com/2021/05/18/now-the-qanon-shaman-wants-to-use-autism-as-an-excuse-hell-no/
[3] https://twitter.com/trcfwtt/status/1391307143836577793
[2] https://twitter.com/AmarAmarasingam/status/1394697058402152453
[1] https://www.thedailybeast.com/qanon-shaman-jacob-chansleys-lawyer-al-watkins-says-many-capitol-ioters-are-retarded?via=twitter_page
[1] https://www.independent.co.uk/news/uk/home-news/deport-autistic-jamaica-osime-brown-uk-home-office-a9400101.html

Top URLs in Tweet in G7:
[71] https://twitter.com/mattshuham/status/1394666856171122692
[50] https://www.rawstory.com/qanon-shamans-lawyer-capitol-rioters-are-short-bus-people-manipulated-by-worst-propaganda-since-hitler/
[39] https://thehill.com/policy/national-security/554139-qanon-shaman-attorney-world-hasnt-seen-propaganda-like-trumps-since
[25] https://www.alternet.org/2021/05/qanon-shaman/
[20] http://www.msn.com/en-us/news/politics/qanon-shaman-attorney-world-hasnt-seen-propaganda-like-trumps-since-hitler/ar-BB1gSlga?ocid=st
[18] http://www.msn.com/en-us/news/us/qanon-shaman-lawyer-makes-offensive-comments-about-capitol-rioters-theyre-all-f-ing-short-bus-people/ar-BB1gSFDy?ocid=st
[14] https://www.thedailybeast.com/qanon-shaman-jacob-chansleys-lawyer-al-watkins-says-many-capitol-ioters-are-retarded
[14] https://www.dailymail.co.uk/news/article-9592693/QAnon-Shamans-lawyer-says-Capitol-rioters-retarded-spectrum.html
[10] https://www.mediaite.com/news/qanon-shaman-attorney-defends-his-client-and-alleged-capitol-rioters-as-short-bus-people-in-wild-interview/
[10] https://www.yahoo.com/news/qanon-shaman-lawyer-issues-shockingly-173200108.html

Top URLs in Tweet in G8:
[135] https://www.thedailybeast.com/qanon-shaman-jacob-chansleys-lawyer-al-watkins-says-many-capitol-ioters-are-retarded?via=twitter_page
[71] https://www.thedailybeast.com/qanon-shaman-jacob-chansleys-lawyer-al-watkins-says-many-capitol-ioters-are-retarded?source=twitter&via=desktop
[63] https://twitter.com/mattshuham/status/1394666856171122692
[45] https://twitter.com/TPM/status/1394629722404016131
[20] https://www.thedailybeast.com/qanon-shaman-jacob-chansleys-lawyer-al-watkins-says-many-capitol-ioters-are-retarded?source=twitter&via=mobile
[15] https://twitter.com/therecount/status/1394667571031547912
[14] https://www.kwklaw.net/albert-watkins
[14] https://twitter.com/CuomoPrimeTime/status/1278144189524578304
[7] https://www.thedailybeast.com/qanon-shaman-jacob-chansleys-lawyer-al-watkins-says-many-capitol-ioters-are-retarded?source=cheats&via=rss
[6] https://www.alternet.org/2021/05/qanon-shaman/

Top URLs in Tweet in G9:
[30] https://twitter.com/TPM/status/1394629722404016131
[29] https://twitter.com/mattshuham/status/1394666856171122692
[16] https://twitter.com/therecount/status/1394667571031547912
[11] https://www.alternet.org/2021/05/qanon-shaman/
[7] https://www.salon.com/2021/05/18/now-the-qanon-shaman-wants-to-use-autism-as-an-excuse-hell-no/
[7] https://www.rawstory.com/qanon-shamans-lawyer-capitol-rioters-are-short-bus-people-manipulated-by-worst-propaganda-since-hitler/
[6] https://talkingpointsmemo.com/news/capitol-rioters-trump-defense-comes-up-again-and-again-will-it-make-a-difference
[4] https://www.businessinsider.com/prosecutors-qanon-shaman-capitol-rioters-meant-to-capture-assassinate-pence-2021-1
[2] https://www.palmerreport.com/analysis/bad-news-for-the-qanon-shaman/39010/
[2] https://deadstate.org/qanon-shamans-lawyer-capitol-riot-defendants-are-short-bus-people-theyre-all-fing-retarded/

Top URLs in Tweet in G10:
[212] https://twitter.com/mattshuham/status/1394666856171122692
[46] https://twitter.com/TPM/status/1394629722404016131
[7] https://twitter.com/therecount/status/1394667571031547912
[3] https://www.thedailybeast.com/qanon-shaman-jacob-chansleys-lawyer-al-watkins-says-many-capitol-ioters-are-retarded?via=twitter_page
[2] https://www.alternet.org/2021/05/qanon-shaman/
[2] https://www.snopes.com/fact-check/giuliani-jake-angeli-capitol-riot/
[2] https://twitchy.com/gregp-3534/2021/05/18/the-qanon-shamans-attorney-gives-bonkers-interview-to-talking-points-memo/
[2] https://www.rawstory.com/qanon-shaman-jacob-chansley/
[1] https://www.thedailybeast.com/qanon-shaman-jacob-chansleys-lawyer-al-watkins-says-many-capitol-ioters-are-retarded
[1] https://twitter.com/RonFilipkowski/status/1394711337800978433

Top Domains
Top Domains in Tweet in Entire Graph:
[9929] twitter.com
[391] thedailybeast.com
[324] alternet.org
[311] rawstory.com
[244] salon.com
[157] trib.al
[132] yahoo.com
[113] mediaite.com
[104] co.uk
[85] thehill.com

Top Domains in Tweet in G1:
[5306] twitter.com
[4] alternet.org
[3] rawstory.com
[2] yahoo.com
[2] thedailybeast.com
[1] joemygod.com
[1] co.uk
[1] trendingpolitics.com
[1] talkingpointsmemo.com

Top Domains in Tweet in G2:
[1032] twitter.com
[193] alternet.org
[188] salon.com
[86] rawstory.com
[84] yahoo.com
[59] gwu.edu
[22] deadstate.org
[20] thedailybeast.com
[4] thehill.com
[4] mediaite.com

Top Domains in Tweet in G3:
[1606] twitter.com
[10] co.uk
[9] alternet.org
[8] rawstory.com
[7] salon.com
[3] gwu.edu
[3] talkingpointsmemo.com
[2] yahoo.com
[1] palmerreport.com
[1] deadstate.org

Top Domains in Tweet in G4:
[11] twitter.com
[2] npr.org
[1] alternet.org

Top Domains in Tweet in G5:
[756] twitter.com
[32] rawstory.com
[21] alternet.org
[10] msn.com
[2] gwu.edu
[2] salon.com
[2] yahoo.com
[1] apple.news
[1] mediaite.com
[1] thedailybeast.com

Top Domains in Tweet in G6:
[170] twitter.com
[5] alternet.org
[4] rawstory.com
[3] salon.com
[1] thedailybeast.com
[1] co.uk

Top Domains in Tweet in G7:
[101] twitter.com
[50] rawstory.com
[49] msn.com
[41] thehill.com
[32] alternet.org
[32] thedailybeast.com
[22] yahoo.com
[22] co.uk
[10] mediaite.com
[10] businessinsider.com

Top Domains in Tweet in G8:
[240] thedailybeast.com
[142] twitter.com
[14] kwklaw.net
[6] alternet.org
[4] rawstory.com
[3] trib.al
[3] co.uk
[2] thehill.com
[1] mediaite.com
[1] yahoo.com

Top Domains in Tweet in G9:
[78] twitter.com
[11] alternet.org
[9] rawstory.com
[7] salon.com
[6] talkingpointsmemo.com
[5] businessinsider.com
[2] palmerreport.com
[2] deadstate.org
[2] thedailybeast.com
[2] co.uk

Top Domains in Tweet in G10:
[266] twitter.com
[4] thedailybeast.com
[2] alternet.org
[2] snopes.com
[2] twitchy.com
[2] rawstory.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[153] wtpblue
[153] demvoice1
[99] fanatic45
[99] standforbetter
[99] onev1
[88] insurrection
[28] autistic
[26] smartnews
[26] autism
[17] qanon



Top Hashtags in Tweet in G1:
[5] qanon
[2] dumbfuckitstan
[2] seditionhunters
[2] capitolriots
[2] qanoncult
[2] qanonshaman
[2] legal
[2] legaladvice
[2] insensitive
[2] crude

Top Hashtags in Tweet in G2:
[56] insurrection
[25] autistic
[19] autism
[14] wtpblue
[14] demvoice1
[9] fanatic45
[9] standforbetter
[9] onev1
[6] republicanhypocrites
[5] maga

Top Hashtags in Tweet in G3:
[6] insurrection
[2] qanoncult
[1] autistic
[1] autism

Top Hashtags in Tweet in G4:
[1] january6th
[1] formerguy

Top Hashtags in Tweet in G5:
[7] insurrection
[3] donaldtrump

Top Hashtags in Tweet in G6:
[2] fanatic45
[2] standforbetter
[2] wtpblue
[2] onev1
[2] demvoice1
[1] osimebrown
[1] insurrection
[1] maga
[1] insurrectionists
[1] shortbus

Top Hashtags in Tweet in G7:
[16] smartnews
[6] qanonshaman
[6] capitol
[6] qanon
[5] qanoncult
[5] maga
[4] january6th
[4] insurrection
[3] autism
[3] albertwatkins

Top Hashtags in Tweet in G8:
[128] wtpblue
[128] demvoice1
[79] fanatic45
[79] standforbetter
[79] onev1
[7] insurrection
[3] qanon
[3] shaman
[3] smartnews
[1] january6th

Top Hashtags in Tweet in G9:
[7] freerealitywinner
[5] fanatic45
[5] standforbetter
[5] wtpblue
[5] onev1
[5] demvoice1
[2] insurrection
[1] qshaman
[1] attorney
[1] january6thinsurrection

Top Hashtags in Tweet in G10:
[1] autistic

Top Words
Top Words in Tweet in Entire Graph:
[17362] qanon
[14639] shaman
[10883] attorney
[7468] watkins
[7014] jacob
[6971] albert
[6378] spoke
[6375] chansley's
[6117] story
[6114] here's

Top Words in Tweet in G1:
[5365] qanon
[5352] shaman
[5323] watkins
[5316] attorney
[5309] jacob
[5305] albert
[5304] chansley's
[5303] spoke
[5303] story
[5303] here's

Top Words in Tweet in G2:
[3492] qanon
[3070] shaman
[1144] being
[911] lawyer
[889] criminal
[884] excuse
[816] watkins
[750] attorney
[622] people
[611] albert

Top Words in Tweet in G3:
[3034] attorney
[2854] quote
[2854] shock
[1694] qanon
[1449] criminal
[1448] shaman's
[1438] defense
[1438] years
[1429] capacity
[1427] absolutely

Top Words in Tweet in G4:
[935] shaman
[934] qanon
[894] videos
[892] violent
[891] doing
[891] anything
[13] one
[12] jackposobiec
[8] attorney
[8] people

Top Words in Tweet in G5:
[914] qanon
[807] shaman
[695] capitol
[669] people
[641] still
[641] murdered
[638] police
[636] marge
[635] breached
[635] alive

Top Words in Tweet in G6:
[1172] disability
[833] qanon
[787] shaman
[628] use
[625] white
[587] behavior
[587] weaponizing
[587] choice
[586] way
[586] conservatives

Top Words in Tweet in G7:
[495] qanon
[305] shaman
[289] lawyer
[184] capitol
[178] bus
[159] rioters
[134] people
[130] shaman's
[122] attorney
[106] short

Top Words in Tweet in G8:
[722] qanon
[655] shaman
[306] people
[259] bus
[252] short
[240] attorney
[233] mccarthy
[226] rioters
[215] re
[204] watkins

Top Words in Tweet in G9:
[474] qanon
[459] watkins
[441] shaman
[291] attorney
[270] lawyer
[250] jacob
[247] albert
[239] chansley's
[238] spoke
[220] tpm

Top Words in Tweet in G10:
[362] qanon
[345] shaman
[244] lawyer
[218] needs
[192] think
[75] attorney
[55] watkins
[47] jacob
[46] albert
[40] defense

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[14518] qanon,shaman
[6956] albert,watkins
[6875] shaman,jacob
[6373] jacob,chansley's
[6121] attorney,albert
[6104] chansley's,attorney
[6098] spoke,qanon
[6098] watkins,story
[6098] story,here's
[2508] qanon,shaman's

Top Word Pairs in Tweet in G1:
[5349] qanon,shaman
[5309] shaman,jacob
[5305] albert,watkins
[5304] jacob,chansley's
[5304] chansley's,attorney
[5304] attorney,albert
[5303] spoke,qanon
[5303] watkins,story
[5303] story,here's
[13] qanon,shaman's

Top Word Pairs in Tweet in G2:
[3060] qanon,shaman
[603] albert,watkins
[514] shaman,jacob
[369] participated,insurrection
[367] goddamned,see
[367] see,another
[367] another,white
[367] white,man
[367] man,blame
[367] blame,being

Top Word Pairs in Tweet in G3:
[1446] qanon,shaman's
[1430] shaman's,attorney
[1429] defense,attorney
[1427] absolutely,certain
[1427] certain,quote
[1427] quote,given
[1427] given,qanon
[1427] attorney,shock
[1427] shock,criminal
[1427] criminal,defense

Top Word Pairs in Tweet in G4:
[933] qanon,shaman
[893] videos,qanon
[891] shaman,doing
[891] doing,anything
[889] anything,violent
[7] shaman,type
[7] type,dude
[7] dude,take
[7] take,psychedelic
[7] psychedelic,trip

Top Word Pairs in Tweet in G5:
[807] qanon,shaman
[635] people,breached
[635] breached,capitol
[635] capitol,still
[635] still,alive
[635] alive,unlike
[635] unlike,police
[635] police,officers
[635] officers,murdered
[635] murdered,go

Top Word Pairs in Tweet in G6:
[787] qanon,shaman
[586] way,conservatives
[586] conservatives,use
[586] use,perception
[586] perception,disability
[586] disability,defend
[586] defend,behavior
[586] behavior,white
[586] white,men
[586] men,qanon

Top Word Pairs in Tweet in G7:
[291] qanon,shaman
[133] capitol,rioters
[126] qanon,shaman's
[111] shaman's,lawyer
[104] short,bus
[98] bus,people'
[93] lawyer,capitol
[72] 'short,bus
[72] manipulated,worst
[71] rioters,'short

Top Word Pairs in Tweet in G8:
[654] qanon,shaman
[252] short,bus
[240] bus,people
[199] albert,watkins
[165] shaman,jacob
[162] re,fucking
[158] face,insurrection
[154] someone,mention
[154] mention,qanon
[154] shaman,points

Top Word Pairs in Tweet in G9:
[437] qanon,shaman
[247] albert,watkins
[246] shaman,jacob
[239] jacob,chansley's
[211] mattshuham,tpm
[210] riot,defendants
[209] lawyer,albert
[209] watkins,spoke
[208] wow,qanon
[208] chansley's,lawyer

Top Word Pairs in Tweet in G10:
[344] qanon,shaman
[192] think,qanon
[192] shaman,needs
[192] needs,lawyer
[46] shaman,jacob
[46] albert,watkins
[40] spoke,qanon
[40] jacob,chansley's
[40] chansley's,attorney
[40] attorney,albert

Top Replied-To
Top Replied-To in Entire Graph:
@mattshuham
@funder
@jakelobin
@mtgreenee
@gopleader
@jackposobiec
@julie_kelly2
@sethabramson
@angry_staffer
@ronfilipkowski

Top Replied-To in G1:
@mattshuham
@funder
@islandgoth
@java_jigga
@robschneider
@tomr515

Top Replied-To in G2:
@mattshuham
@funder
@jakelobin
@angry_staffer
@ronfilipkowski
@agramuglia
@andykopsa
@archangelcrew
@teapainusa
@robgeorge

Top Replied-To in G3:
@mattshuham
@sethabramson
@julietjeske

Top Replied-To in G4:
@jackposobiec
@theplumlinegs
@lisamarieboothe
@davidwozei
@mattshuham
@flash_inthe_dan
@maxof1984
@commolt
@linda_4justice

Top Replied-To in G5:
@mattshuham
@johntut41542508
@jakelobin
@jackposobiec
@sethabramson

Top Replied-To in G6:
@mattshuham
@tonygoldmark
@cmclymer
@malkavianzinnia

Top Replied-To in G8:
@mattshuham
@cnbc
@thedailybeast
@jakelobin
@standforbetter
@cnbcpolitics
@patriciashark11
@jackposobiec
@tldl1955

Top Replied-To in G9:
@mattshuham
@davenewworld_2
@therecount
@tpm
@jakelobin
@ananole55
@leslieoo7
@carol_33410

Top Replied-To in G10:
@mattshuham
@amaramarasingam
@forallthemarblz
@aleclace
@pokerpolitics

Top Mentioned
Top Mentioned in Entire Graph:
@mattshuham
@tpm
@thedailybeast
@salon
@yahoo
@matthewrozsa
@lauriesegall
@mailonline
@youtube
@googlenews

Top Mentioned in G1:
@mattshuham
@jdawsey1
@internettodaytv

Top Mentioned in G2:
@mattshuham
@salon
@yahoo
@matthewrozsa
@tpm
@yahoonews
@thedailybeast
@funder
@joinermari
@palmerreport

Top Mentioned in G3:
@mattshuham
@yahoo

Top Mentioned in G4:
@jackposobiec
@twentiethmaine
@keepingsunny
@joroco77
@jcottle67
@dashrip95469258
@tiffany17111
@johnheretohelp
@zannyholiday
@meaf2226

Top Mentioned in G5:
@yahoo
@ibookery
@mmpadellan
@mattshuham
@tpm
@sentedcruz
@hawleymo

Top Mentioned in G6:
@denver4trump
@tonygoldmark

Top Mentioned in G7:
@doctuir

Top Mentioned in G8:
@thedailybeast
@cuomoprimetime
@mattshuham
@tpm
@eamonjavers
@laurapcd1
@clapanta
@yahoo
@youtube
@luluroche

Top Mentioned in G9:
@tpm
@mattshuham
@lawrence
@nationalmemo
@billwylie3rd
@pithyashell
@mattb9236
@davenewworld_2
@walshfreedom

Top Mentioned in G10:
@travis_view
@pokerpolitics
@hellwqrldl
@amaramarasingam
@jackposobiec
@buildback2021

Top Tweeters
Top Tweeters in Entire Graph:
@pulpnews
@missb62
@animalsholbox
@souljahsingh
@monicasloves
@raymond_norman
@cagney1991
@ez4u2say_janis
@independent
@7b73f39b85e1415

Top Tweeters in G1:
@missb62
@raymond_norman
@cagney1991
@mr1738
@serendipitysays
@billm9
@cheezwitham
@blueflower1096
@reagancbrown
@_silversmith

Top Tweeters in G2:
@monicasloves
@halladayfan32
@willseattle
@katcapps
@ohiomail
@sar_oso
@riskyliberal
@hijcp
@bronxfanatic
@fieryreddragon

Top Tweeters in G3:
@kenkircher1
@b1e56df9ce6549f
@awelab1956
@ecclesias
@sylviaz1913
@gwydion620
@pgrandee10
@gregmroscoe
@betseybess
@bmlewis2

Top Tweeters in G4:
@souljahsingh
@copyofone
@pitoloco2021
@_yvonneburton
@1catherinesiena
@mtrushmore2016
@catherine_riche
@cannoneerfour
@elizbethlmaness
@klaagblondy

Top Tweeters in G5:
@7b73f39b85e1415
@lehimesa
@marthalynneowe1
@wildwillow65
@straitarrow10
@debrob1947
@pwm62
@janesepmeier
@aworldoutofmind
@tatzanx

Top Tweeters in G6:
@frecklesxx20
@radlein
@roripierpont1
@jocowboys87
@pushandpulljlm
@skywaker9
@debr3322
@gyggy
@nitenitemelissa
@soaprookie

Top Tweeters in G7:
@pulpnews
@realtorjairo
@libertea2012
@tallyannae
@ahmadnormaulana
@gstuedler
@dataaugmented
@rogue_corq
@udnspeak4me
@papaesoco

Top Tweeters in G8:
@yarosisnancy
@kak089
@beverly21811568
@greeeneyedwhwom
@angelsscream
@bmangh
@jameskthompson1
@pinchandscrimp
@stanspak
@carriesweet2017

Top Tweeters in G9:
@truthglow
@minotauresse
@rodneyclaeys
@cathleenkucz
@therealzanetta
@marykeithbare1
@shareitarie10
@hermitme1
@aziegler
@abramson1234

Top Tweeters in G10:
@bannerite
@backstorymom1
@unknownneo
@morgfair
@cwharlow
@jodotcom
@sullyanne1
@granny_st
@4annegs
@laurendownsouth


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