Paul Gosar, Twitter, 1/14/2021 8:38:38 AM, 245577


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Paul Gosar_2021-01-13_23-31-23.xlsx
Paul Gosar_2021-01-13_23-31-23.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 14, 2021
Short Description:
Paul Gosar via NodeXL https://bit.ly/3bESN54
@mmpadellan
@pghgurl
@1813doncarlo
@nickknudsenus
@indivisprescott
@msnbc
@sethabramson
@flossobama
@mollymckew
@kstreet111

Top hashtags:
#demcastaz
#stopthesteai
#alialexander
#dcterrorists
#dcriot
#abc15
#lssc
#lastword

Description:
Description
The graph represents a network of 14,443 Twitter users whose recent tweets contained "Paul Gosar", 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, 14 January 2021 at 08:19 UTC.

The tweets in the network were tweeted over the 7-hour, 1-minute period from Thursday, 14 January 2021 at 00:29 UTC to Thursday, 14 January 2021 at 07:30 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 : 14443
Unique Edges : 21685
Edges With Duplicates : 1313
Total Edges : 22998
Number of Edge Types : 5
Retweet : 17152
MentionsInRetweet : 3460
Replies to : 1246
Tweet : 511
Mentions : 629
Self-Loops : 542
Reciprocated Vertex Pair Ratio : 0.000505212878335553
Reciprocated Edge Ratio : 0.00100991553433713
Connected Components : 294
Single-Vertex Connected Components : 188
Maximum Vertices in a Connected Component : 13947
Maximum Edges in a Connected Component : 22512
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.749451
Graph Density : 0.00010443663649865
Modularity : 0.71246
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 14,443 Twitter users whose recent tweets contained "Paul Gosar", 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, 14 January 2021 at 08:19 UTC.

The tweets in the network were tweeted over the 7-hour, 1-minute period from Thursday, 14 January 2021 at 00:29 UTC to Thursday, 14 January 2021 at 07:30 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 : Paul Gosar
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:
[408] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201
[374] https://www.washingtonpost.com/nation/2021/01/13/ali-alexander-capitol-biggs-gosar/
[218] https://www.msnbc.com/the-last-word/watch/brother-of-rep-paul-gosar-he-thumbed-his-nose-at-his-oath-99431493519
[170] https://www.abc15.com/news/region-phoenix-metro/central-phoenix/brother-thinks-congressman-paul-gosar-committed-treason-in-capitol-riot
[154] https://www.azcentral.com/story/news/politics/arizona/2021/01/09/paul-gosars-siblings-want-him-expelled-congress-say-he-helped-instigate-riot/6609381002/
[128] https://www.gregpalast.com/why-did-the-georgia-gop-team-with-a-riot-instigator/
[127] https://twitter.com/msnbc/status/1349569109185409024
[121] https://trib.al/XV3yxne
[113] https://www.syracuse.com/us-news/2021/01/ali-alexander-says-3-gop-lawmakers-helped-stop-the-steal-protest-that-turned-into-capitol-riot.html
[101] https://occupydemocrats.com/2021/01/12/capitol-hill-trump-rally-organizer-ali-alexander-goes-into-hiding-raises-20k-on-christian-crowdfunding-site2/

Top URLs in Tweet in G1:
[2] https://twitter.com/itskac/status/1349144492708929546
[1] https://www.cnn.com/videos/politics/2021/01/13/paul-gosar-brother-sister-interview-newday-vpx.cnn

Top URLs in Tweet in G2:
[22] https://www.cnn.com/videos/politics/2021/01/13/paul-gosar-brother-sister-interview-newday-vpx.cnn
[8] https://www.washingtonpost.com/nation/2021/01/13/ali-alexander-capitol-biggs-gosar/
[8] https://occupydemocrats.com/2021/01/12/capitol-hill-trump-rally-organizer-ali-alexander-goes-into-hiding-raises-20k-on-christian-crowdfunding-site2/
[7] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201
[4] https://twitter.com/msnbc/status/1349569109185409024
[4] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201?utm_medium=Social&utm_source=Twitter#Echobox=1610556045
[4] https://www.azcentral.com/story/news/politics/arizona/2021/01/09/paul-gosars-siblings-want-him-expelled-congress-say-he-helped-instigate-riot/6609381002/
[3] https://www.opensecrets.org/members-of-congress/paul-gosar/contributors?campaign_id=9&cid=N00030771&cycle=2020&emc=edit_nn_20210112&instance_id=25905&nl=the-morning&recs=100®i_id=136564126&segment_id=49037&te=1&type=C&user_id=dc7ac6eb1f670980f28337624dfae736
[2] https://twitter.com/TeamPelosi/status/1349473376713191432
[2] https://twitter.com/JoeDanaReports/status/1324220510129979392

Top URLs in Tweet in G3:
[111] https://www.msnbc.com/the-last-word/watch/brother-of-rep-paul-gosar-he-thumbed-his-nose-at-his-oath-99431493519
[44] https://www.washingtonpost.com/nation/2021/01/13/ali-alexander-capitol-biggs-gosar/
[29] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201
[23] https://www.nytimes.com/2018/09/22/us/politics/paul-gosar-arizona-family-siblings.html
[14] https://www.abc15.com/news/region-phoenix-metro/central-phoenix/brother-thinks-congressman-paul-gosar-committed-treason-in-capitol-riot
[13] https://twitter.com/msnbc/status/1349569109185409024
[7] https://www.cnn.com/videos/politics/2021/01/13/paul-gosar-brother-sister-interview-newday-vpx.cnn
[6] https://www.azcentral.com/story/opinion/op-ed/ej-montini/2021/01/10/reps-andy-biggs-paul-gosar-implicated-capitol-insurrection/6614177002/
[5] https://twitter.com/pghgurl/status/1349568059216982016
[4] https://www.azcentral.com/story/news/politics/arizona/2021/01/10/paul-gosar-andy-biggs-credited-video-organizing-trump-crowd-dc/6603721002/

Top URLs in Tweet in G4:
[144] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201
[128] https://www.gregpalast.com/why-did-the-georgia-gop-team-with-a-riot-instigator/
[84] https://www.washingtonpost.com/nation/2021/01/13/ali-alexander-capitol-biggs-gosar/
[81] https://www.thedailybeast.com/stop-the-steal-organizer-in-hiding-after-denying-blame-for-riot?ref=wrap
[66] https://occupydemocrats.com/2021/01/12/capitol-hill-trump-rally-organizer-ali-alexander-goes-into-hiding-raises-20k-on-christian-crowdfunding-site2/
[47] https://theintercept.com/2021/01/11/capitol-plot-andy-biggs-paul-gosar/
[46] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201?utm_medium=Social&utm_source=Twitter#Echobox=1610556045
[44] https://www.azcentral.com/story/opinion/op-ed/ej-montini/2021/01/10/reps-andy-biggs-paul-gosar-implicated-capitol-insurrection/6614177002/
[36] https://www.azcentral.com/story/opinion/op-ed/laurieroberts/2021/01/13/fbi-should-investigate-reps-paul-gosar-and-andy-biggs/4149036001/
[23] https://www.azcentral.com/story/news/politics/arizona/2021/01/09/paul-gosars-siblings-want-him-expelled-congress-say-he-helped-instigate-riot/6609381002/

Top URLs in Tweet in G5:
[12] https://www.washingtonpost.com/nation/2021/01/13/ali-alexander-capitol-biggs-gosar/
[7] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201
[5] https://twitter.com/mmpadellan/status/1349569828118540288
[5] https://www.azcentral.com/story/news/arizona/politics/2015/08/28/rep-paul-gosar-addresses-health-rumors/32366009/
[3] https://www.msnbc.com/the-last-word/watch/brother-of-rep-paul-gosar-he-thumbed-his-nose-at-his-oath-99431493519
[3] https://www.azcentral.com/story/opinion/op-ed/ej-montini/2021/01/10/reps-andy-biggs-paul-gosar-implicated-capitol-insurrection/6614177002/
[2] https://www.thedailybeast.com/stop-the-steal-organizer-in-hiding-after-denying-blame-for-riot?source=politics&via=rss
[2] https://occupydemocrats.com/2021/01/12/capitol-hill-trump-rally-organizer-ali-alexander-goes-into-hiding-raises-20k-on-christian-crowdfunding-site2/
[2] https://www.cnn.com/videos/politics/2021/01/13/paul-gosar-brother-sister-interview-newday-vpx.cnn
[1] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201?utm_medium=Social&utm_source=Twitter#Echobox=1610556045

Top URLs in Tweet in G6:
[30] https://www.msnbc.com/the-last-word/watch/brother-of-rep-paul-gosar-he-thumbed-his-nose-at-his-oath-99431493519
[7] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201
[6] https://www.nytimes.com/2018/09/22/us/politics/paul-gosar-arizona-family-siblings.html
[4] https://www.independent.co.uk/news/world/americas/us-politics/paul-gosar-siblings-trump-congress-b1786947.html
[4] https://twitter.com/mkraju/status/1349400024002809857
[3] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201?utm_medium=Social&utm_source=Twitter#Echobox=1610556045
[2] https://occupydemocrats.com/2021/01/12/capitol-hill-trump-rally-organizer-ali-alexander-goes-into-hiding-raises-20k-on-christian-crowdfunding-site2/
[2] https://twitter.com/msnbc/status/1349569109185409024
[1] https://www.youtube.com/watch?v=0iHbPrJtHIY&feature=youtu.be

[1] https://twitter.com/IndivisPrescott/status/1349121812249124865

Top URLs in Tweet in G7:
[15] https://www.sourcewatch.org/index.php/Koch_Candidates,_2020
[10] https://www.youtube.com/watch?v=LH8cnoX0_LU&feature=youtu.be

[5] https://twitter.com/msnbc/status/1349569109185409024
[5] https://www.washingtonpost.com/nation/2021/01/13/ali-alexander-capitol-biggs-gosar/
[4] https://www.msnbc.com/the-last-word/watch/brother-of-rep-paul-gosar-he-thumbed-his-nose-at-his-oath-99431493519
[4] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201?utm_medium=Social&utm_source=Twitter#Echobox=1610556045
[4] https://occupydemocrats.com/2021/01/12/capitol-hill-trump-rally-organizer-ali-alexander-goes-into-hiding-raises-20k-on-christian-crowdfunding-site2/
[3] https://www.youtube.com/watch?v=IIRYVQlfjbI&feature=youtu.be

[2] https://www.azcentral.com/story/opinion/op-ed/ej-montini/2021/01/10/reps-andy-biggs-paul-gosar-implicated-capitol-insurrection/6614177002/
[2] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201

Top URLs in Tweet in G8:
[4] https://www.cnn.com/videos/politics/2021/01/13/paul-gosar-brother-sister-interview-newday-vpx.cnn
[3] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201
[3] https://occupydemocrats.com/2021/01/12/capitol-hill-trump-rally-organizer-ali-alexander-goes-into-hiding-raises-20k-on-christian-crowdfunding-site2/
[2] https://twitter.com/msnbc/status/1349569109185409024
[2] https://www.youtube.com/watch?v=LH8cnoX0_LU&feature=youtu.be

[2] https://www.azcentral.com/story/news/politics/arizona/2021/01/09/paul-gosars-siblings-want-him-expelled-congress-say-he-helped-instigate-riot/6609381002/
[2] https://twitter.com/PirateWench_RP/status/1349559562538541057
[1] https://www.msnbc.com/the-last-word/watch/brother-of-rep-paul-gosar-he-thumbed-his-nose-at-his-oath-99431493519
[1] https://www.azcentral.com/story/opinion/op-ed/ej-montini/2021/01/10/reps-andy-biggs-paul-gosar-implicated-capitol-insurrection/6614177002/
[1] https://twitter.com/jenmcpt/status/1349566912859156487

Top URLs in Tweet in G9:
[5] https://www.msnbc.com/the-last-word/watch/brother-of-rep-paul-gosar-he-thumbed-his-nose-at-his-oath-99431493519
[3] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201
[2] https://www.azcentral.com/story/opinion/op-ed/ej-montini/2021/01/10/reps-andy-biggs-paul-gosar-implicated-capitol-insurrection/6614177002/
[1] https://twitter.com/msnbc/status/1349569109185409024

Top URLs in Tweet in G10:
[117] https://trib.al/XV3yxne
[85] https://twitter.com/msnbc/status/1349569109185409024
[61] https://www.azcentral.com/story/news/politics/arizona/2021/01/09/paul-gosars-siblings-want-him-expelled-congress-say-he-helped-instigate-riot/6609381002/
[31] https://www.msnbc.com/the-last-word/watch/brother-of-rep-paul-gosar-he-thumbed-his-nose-at-his-oath-99431493519
[13] https://www.newsweek.com/gop-rep-paul-gosars-siblings-call-his-removal-citing-involvement-capitol-riot-1561201
[12] https://twitter.com/timgosar/status/1348168755373879297
[9] https://www.cnn.com/videos/politics/2018/09/22/paul-gosar-siblings-political-ad-arizona-david-brill-orig-vstop-klj.cnn
[6] https://twitter.com/forbes/status/1349420812063928322
[4] https://www.azcentral.com/story/opinion/op-ed/ej-montini/2021/01/10/reps-andy-biggs-paul-gosar-implicated-capitol-insurrection/6614177002/
[4] https://www.washingtonpost.com/nation/2021/01/13/ali-alexander-capitol-biggs-gosar/

Top Domains
Top Domains in Tweet in Entire Graph:
[471] newsweek.com
[460] twitter.com
[394] washingtonpost.com
[342] azcentral.com
[220] msnbc.com
[170] abc15.com
[132] cnn.com
[128] gregpalast.com
[125] trib.al
[122] co.uk

Top Domains in Tweet in G1:
[2] twitter.com
[1] cnn.com

Top Domains in Tweet in G2:
[22] cnn.com
[17] twitter.com
[11] newsweek.com
[8] washingtonpost.com
[8] occupydemocrats.com
[7] azcentral.com
[3] opensecrets.org
[2] mailchi.mp
[1] ktar.com
[1] msnbc.com

Top Domains in Tweet in G3:
[111] msnbc.com
[44] washingtonpost.com
[29] newsweek.com
[28] twitter.com
[23] nytimes.com
[14] abc15.com
[13] azcentral.com
[10] cnn.com
[3] tucson.com
[2] syracuse.com

Top Domains in Tweet in G4:
[190] newsweek.com
[133] azcentral.com
[128] gregpalast.com
[98] washingtonpost.com
[81] thedailybeast.com
[66] occupydemocrats.com
[53] twitter.com
[47] theintercept.com
[23] cnn.com
[19] nytimes.com

Top Domains in Tweet in G5:
[12] washingtonpost.com
[8] newsweek.com
[8] azcentral.com
[6] twitter.com
[3] msnbc.com
[2] thedailybeast.com
[2] occupydemocrats.com
[2] cnn.com
[1] nytimes.com

Top Domains in Tweet in G6:
[30] msnbc.com
[10] newsweek.com
[9] twitter.com
[6] nytimes.com
[4] co.uk
[2] occupydemocrats.com
[1] youtube.com
[1] abc15.com
[1] cnn.com
[1] azcentral.com

Top Domains in Tweet in G7:
[16] youtube.com
[15] sourcewatch.org
[11] twitter.com
[6] newsweek.com
[5] washingtonpost.com
[4] msnbc.com
[4] occupydemocrats.com
[3] azcentral.com
[2] abc15.com
[1] syracuse.com

Top Domains in Tweet in G8:
[5] twitter.com
[4] cnn.com
[3] azcentral.com
[3] newsweek.com
[3] occupydemocrats.com
[2] youtube.com
[1] msnbc.com
[1] nytimes.com
[1] abc15.com

Top Domains in Tweet in G9:
[5] msnbc.com
[3] newsweek.com
[2] azcentral.com
[1] twitter.com

Top Domains in Tweet in G10:
[119] trib.al
[115] twitter.com
[70] azcentral.com
[33] msnbc.com
[14] newsweek.com
[10] cnn.com
[4] washingtonpost.com
[3] abc15.com
[3] nytimes.com
[2] change.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1864] demcastaz
[211] stopthesteai
[128] alialexander
[128] dcterrorists
[128] dcriot
[117] abc15
[97] lssc
[90] lastword
[89] onev1
[89] dems4usa



Top Hashtags in Tweet in G1:
[3] removethemall
[1] az04
[1] removepaulgosar
[1] trumpinsurrectionists

Top Hashtags in Tweet in G2:
[1686] demcastaz
[35] az04
[33] removepaulgosar
[9] stopthesteai
[3] embarrassment
[2] wtpblue
[2] arizona
[2] capitalriots
[1] lastword
[1] attemptedcoup

Top Hashtags in Tweet in G3:
[15] demcastaz
[3] az04
[3] removepaulgosar
[2] onev1
[2] dems4usa
[2] stopthesteai
[1] abc15
[1] embarrassment
[1] lssc
[1] complicitcorruptgop

Top Hashtags in Tweet in G4:
[128] alialexander
[128] dcterrorists
[128] dcriot
[37] demcastaz
[29] az04
[21] az05
[20] al05
[15] stopthesteai
[14] expeltheseditionists
[14] expelthetraitors

Top Hashtags in Tweet in G5:
[8] impeachmentday
[6] lastword
[5] 14thamendmentsection3

Top Hashtags in Tweet in G6:
[5] insurrection
[3] 12news
[2] demcastaz
[1] embarrassment
[1] removegosar
[1] mentalhealth
[1] impeachmentday
[1] expulsionforpaulgosar
[1] trumpinsurrection
[1] expelgosar

Top Hashtags in Tweet in G7:
[7] kochnetwork
[4] lastword
[3] expelbiggs
[3] expelgosar
[3] expelbrooks
[3] expelboebert
[3] demcastaz
[2] abc15
[1] convicttrump
[1] removegosar

Top Hashtags in Tweet in G8:
[5] demcastaz
[4] stopthesteai
[1] az04
[1] removepaulgosar
[1] seditionhasconsequences
[1] abc15

Top Hashtags in Tweet in G9:
[29] 14thamendmentsection3
[11] demcastaz
[7] stopthesteai

Top Hashtags in Tweet in G10:
[67] lastword
[22] gopseditioustraitors
[14] demcastaz
[6] lockthemup
[6] gymjordan
[4] embarrassment
[3] lssc
[3] az04
[3] expelthetraitors
[2] abc15

Top Words
Top Words in Tweet in Entire Graph:
[21202] gosar
[18238] paul
[17498] expel
[8967] brooks
[8938] mo
[8618] biggs
[8564] andy
[6187] brother
[6081] rep
[5382] az

Top Words in Tweet in G1:
[2426] gosar
[2416] paul
[2401] andy
[2401] biggs
[2380] mo
[2380] brooks
[2374] reps
[2047] gop
[2027] white
[2026] supremacist

Top Words in Tweet in G2:
[3593] az
[3124] gosar
[2838] paul
[1781] put
[1726] indivisprescott
[1725] video
[1724] january
[1721] sedition
[1705] 6th
[1692] please

Top Words in Tweet in G3:
[3556] gosar
[3113] brother
[2270] paul
[1670] tim
[1663] rep
[1591] insurrection
[1546] masterminded
[1518] lawrence
[1503] donnell
[1464] organized

Top Words in Tweet in G4:
[1725] paul
[1609] gosar
[915] andy
[915] biggs
[905] brooks
[904] mo
[696] rep
[632] az
[487] capitol
[427] expel

Top Words in Tweet in G5:
[13525] expel
[1366] gosar
[1294] paul
[1185] brooks
[1183] biggs
[1182] andy
[1165] mo
[1054] marjorie
[1053] taylor
[1053] greene

Top Words in Tweet in G6:
[1872] gosar
[1556] people
[1064] paul
[952] brother
[928] rep
[865] tim
[821] put
[795] congress
[784] oath
[780] thumbed

Top Words in Tweet in G7:
[1067] gosar
[1005] paul
[813] andy
[813] biggs
[811] mo
[809] brooks
[752] insurrection
[707] ali
[707] alexander
[699] trump

Top Words in Tweet in G8:
[945] gosar
[889] paul
[663] andy
[663] biggs
[642] mo
[641] brooks
[560] expel
[538] boebert
[537] lauren
[528] gaetz

Top Words in Tweet in G9:
[704] gosar
[682] paul
[635] mo
[635] brooks
[565] marjorie
[565] taylor
[565] greene
[565] lauren
[565] boebert
[565] ted

Top Words in Tweet in G10:
[1134] gosar
[778] paul
[573] brother
[531] rep
[523] tim
[470] lawrence
[331] congressman
[239] siblings
[214] capitol
[185] joins

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[17200] paul,gosar
[8921] mo,brooks
[8533] andy,biggs
[5153] rep,paul
[4212] gosar,mo
[3556] tim,gosar
[3541] brooks,andy
[3451] gosar,brother
[3343] reps,paul
[3117] gop,reps

Top Word Pairs in Tweet in G1:
[2416] paul,gosar
[2401] andy,biggs
[2380] mo,brooks
[2027] gosar,mo
[2026] brooks,andy
[2026] white,supremacist
[2025] hell,gop
[2025] gop,reps
[2025] reps,paul
[2025] biggs,fbi

Top Word Pairs in Tweet in G2:
[2823] paul,gosar
[1898] gosar,az
[1690] january,6th
[1688] please,watch
[1686] az,identified
[1686] identified,key
[1686] key,planner
[1686] planner,january
[1686] 6th,constituents
[1686] constituents,prescott

Top Word Pairs in Tweet in G3:
[1967] paul,gosar
[1644] rep,paul
[1640] brother,tim
[1575] tim,gosar
[1527] gosar,brother
[1503] lawrence,donnell
[1419] jan,insurrection
[1418] gosar,lawrence
[1418] donnell,show
[1418] show,brother

Top Word Pairs in Tweet in G4:
[1474] paul,gosar
[913] andy,biggs
[904] mo,brooks
[534] rep,paul
[348] gosar,az
[255] reps,paul
[251] brooks,paul
[236] brooks,andy
[235] paul,gosar's
[234] ali,alexander

Top Word Pairs in Tweet in G5:
[1282] paul,gosar
[1182] andy,biggs
[1165] mo,brooks
[1053] marjorie,taylor
[1053] taylor,greene
[1049] josh,hawley
[1049] ted,cruz
[1049] lauren,boebert
[1047] matt,gaetz
[1046] ron,johnson

Top Word Pairs in Tweet in G6:
[1022] paul,gosar
[908] rep,paul
[846] tim,gosar
[841] gosar,brother
[784] brother,rep
[780] thumbed,nose
[780] nose,oath
[768] expelled,congress
[765] absolutely,thumbed
[765] oath,put

Top Word Pairs in Tweet in G7:
[989] paul,gosar
[813] andy,biggs
[809] mo,brooks
[750] gosar,mo
[703] ali,alexander
[695] biggs,paul
[691] alexander,confessed
[691] confessed,seditious
[691] seditious,conspiracy
[691] conspiracy,top

Top Word Pairs in Tweet in G8:
[878] paul,gosar
[663] andy,biggs
[641] mo,brooks
[537] lauren,boebert
[526] marjorie,taylor
[526] taylor,greene
[522] josh,hawley
[522] ted,cruz
[514] matt,gaetz
[485] hawley,ted

Top Word Pairs in Tweet in G9:
[679] paul,gosar
[635] mo,brooks
[565] marjorie,taylor
[565] taylor,greene
[565] lauren,boebert
[565] ted,cruz
[565] josh,hawley
[531] brooks,paul
[510] folks,move
[510] move,forward

Top Word Pairs in Tweet in G10:
[663] paul,gosar
[475] rep,paul
[448] tim,gosar
[396] gosar,brother
[199] brother,rep
[185] joins,lawrence
[155] expelled,congress
[151] gosar,az
[120] guilty,mob
[120] last,week

Top Replied-To
Top Replied-To in Entire Graph:
@franksowa1
@jenmcpt
@sethabramson
@pghgurl
@palmerreport
@repgosar
@nickknudsenus
@drpaulgosar
@mysterysolvent
@mkraju

Top Replied-To in G1:
@thedweck

Top Replied-To in G2:
@nickknudsenus
@mollymckew
@amymincey7
@indivisprescott
@palmerreport
@xismosita

Top Replied-To in G3:
@pghgurl
@battletested5
@ddale8
@sethabramson
@reesusp
@icanblush
@kylegriffin1
@mkraju
@alohadeningham
@justabutternut

Top Replied-To in G4:
@palmerreport
@repgosar
@drpaulgosar
@meidastouch
@sethabramson
@adamgoldmannyt
@repandybiggsaz
@donwinslow
@kylegriffin1
@yavgop

Top Replied-To in G5:
@rebelpatriotpix
@parlertakes
@crazyinaz1
@real_ql
@robhunyady
@dfly22000
@concerndbassist
@curiouslysmooth

Top Replied-To in G6:
@msnbc
@teapainusa
@mccainsuzanne
@andrewlavallee
@brianstelter
@kylegriffin1
@lawrence
@mattmargolis
@brandondiablos
@jrhollis60

Top Replied-To in G7:
@sethabramson
@strandjunker
@blink114adream
@meidastouch
@cinderellaicius
@manmademoon
@karlalesher
@tweetzydeetzy

Top Replied-To in G8:
@mysterysolvent
@midwestfinn
@politidope
@pghgurl
@ryanlizza
@therickydavila

Top Replied-To in G9:
@flossobama

Top Replied-To in G10:
@lawrence
@repgosar
@steveschmidtses
@gopleader
@pghgurl
@huffpost
@thelastword
@_semahernandez_
@firefly7461
@timgosar

Top Mentioned
Top Mentioned in Entire Graph:
@indivisprescott
@lawrence
@cnn
@jason_paladino
@azcentral
@repgosar
@lex4_d
@willsommer
@mrrjnkns

Top Mentioned in G1:

Top Mentioned in G2:
@indivisprescott
@ssh17hx0r
@lawrence
@nickknudsenus
@azcentral
@bengletrudy
@rexchapman
@cleavon_md

Top Mentioned in G3:
@indivisprescott
@lawrence
@christyallison
@lee_in_iowa
@pathfinder1001
@oceansangela
@jeffreyparrisne
@tarahen31

Top Mentioned in G4:
@jason_paladino
@willsommer
@repgosar
@azcentral
@indivisprescott
@repandybiggsaz
@drpaulgosar
@aidachavez
@repmobrooks

Top Mentioned in G5:
@azcentral
@cspanwj
@cjqt

Top Mentioned in G6:
@msnbc
@beschlossdc
@joedanareports
@indivisprescott
@fbi
@alohakamama
@maddow
@loudobbs
@drdind
@fpwellman

Top Mentioned in G7:
@youtube
@lawrence
@yrene_vasquez
@indivisprescott
@joshuapotash
@azcentral
@dcooper_resists
@psad19611
@thereidout

Top Mentioned in G8:
@indivisprescott
@lawrence
@youtube
@ikelaru
@azcentral
@suepersists
@pogochrestman

Top Mentioned in G9:
@indivisprescott
@joselaquidain
@lawrence
@speakerpelosi

Top Mentioned in G10:
@lawrence
@azcentral
@thelastword
@repgosar
@indivisprescott
@timgosar
@gopleader
@msnbc
@jamijturner
@tedcruz

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@dichristine
@jurylady5
@robinsnewswire
@threadreaderapp
@lennaleprena
@charlesfrize
@cloudwanderer3
@inabster
@independent

Top Tweeters in G1:
@jurylady5
@charlesfrize
@kak089
@cotey_mary
@stevekoehler22
@davidpsdem
@slsandpet
@mikereesem
@squirrel1110
@klovesnature

Top Tweeters in G2:
@szilviade_
@bellesapepper37
@betterw05759703
@paulstewartii
@castonchris
@tinyboo49
@jeannie_hartley
@antarianrani
@lawgirl318
@arriadna

Top Tweeters in G3:
@lennaleprena
@onahunttoday
@awelab1956
@brontyman
@phendricks71
@reagancbrown
@bethsinniresist
@tallyannae
@janet_yackle
@shirfire218

Top Tweeters in G4:
@joni_looking
@talkintou
@wildwillow65
@willseattle
@79topper
@kstreet111
@riskyliberal
@enrico056
@billieo2
@jayoung1892

Top Tweeters in G5:
@patta47cake
@actdontreact
@mdjacksondallas
@jocowboys87
@suekhi
@trumpgot2go
@cathleenkucz
@iamforeverblue2
@spryguy
@arhystay

Top Tweeters in G6:
@padakitty
@morgfair
@lorettabower3
@amadii
@knittingknots
@barbiewithatude
@ethomas3915
@bobby6740
@marcvegan
@drdind

Top Tweeters in G7:
@b1e56df9ce6549f
@reneevoicebrand
@rafalover16
@publicoutcrysy
@arcticfox_am_i
@beckyrae12345
@hermitme1
@boandsunny
@ancientbob
@msjbe20a

Top Tweeters in G8:
@backstorymom1
@debeauxos1
@teckiegirl
@johnapp63499667
@burnettcynthia
@cathyjoegpt
@iamjoetrudeau
@kdl0888
@sds_sunlight
@kenikewahine78

Top Tweeters in G9:
@netminnow
@bbkenn92
@abramson1234
@donnadiane1970
@raphaelha67
@charlenegapeach
@covid19testsnow
@cubfan13241
@rhapsodynbloom
@shellitweetz

Top Tweeters in G10:
@missb62
@cloudwanderer3
@homegypsy
@teram323tere
@newyorker2212
@mjgarciakcmo
@huffpost
@pamcurtis4210
@notcomey
@bukiwilliams