#InsurrectionHasConsequences, Twitter, 10/26/2021 12:24:10 AM, 264759


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#InsurrectionHasConsequences_2021-10-25_17-11-26.xlsx
#InsurrectionHasConsequences_2021-10-25_17-11-26.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 26, 2021
Short Description:
#InsurrectionHasConsequences via NodeXL https://bit.ly/2ZxHWWJ
@cupofjoeinthed2
@thomahall
@macfarlanenews
@rollingstone
@marla_vous
@digitalgypsie
@january6thcmte
@laurenboebert
@jbmtweetz
@ericflut

Top hashtags:
#insurrectionhasconsequences
#demvoice1

Description:
Description
The graph represents a network of 2,699 Twitter users whose recent tweets contained "#InsurrectionHasConsequences", 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 Tuesday, 26 October 2021 at 00:19 UTC.

The tweets in the network were tweeted over the 8-day, 21-hour, 0-minute period from Sunday, 17 October 2021 at 03:10 UTC to Tuesday, 26 October 2021 at 00:10 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 : 2699
Unique Edges : 4387
Edges With Duplicates : 1225
Total Edges : 5612
Number of Edge Types : 5
Replies to : 1158
Mentions : 1295
MentionsInRetweet : 1184
Retweet : 1304
Tweet : 671
Self-Loops : 728
Reciprocated Vertex Pair Ratio : 0.0094296228150874
Reciprocated Edge Ratio : 0.0186830713146503
Connected Components : 370
Single-Vertex Connected Components : 254
Maximum Vertices in a Connected Component : 2078
Maximum Edges in a Connected Component : 4889
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.284053
Graph Density : 0.000602727144638859
Modularity : 0.679253
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,699 Twitter users whose recent tweets contained "#InsurrectionHasConsequences", 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 Tuesday, 26 October 2021 at 00:19 UTC.

The tweets in the network were tweeted over the 8-day, 21-hour, 0-minute period from Sunday, 17 October 2021 at 03:10 UTC to Tuesday, 26 October 2021 at 00:10 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 : #InsurrectionHasConsequences
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:
[132] https://twitter.com/MacFarlaneNews/status/1451676179170275336
[69] https://twitter.com/hunterw/status/1452434020810346498
[36] https://twitter.com/tribelaw/status/1452267007840301062
[34] https://www.rollingstone.com/politics/politics-news/exclusive-jan-6-organizers-met-congress-white-house-1245289/
[32] https://twitter.com/washingtonpost/status/1451895996837945344
[23] https://twitter.com/RollingStone/status/1452433719516712964
[15] https://twitter.com/kaur_jeeto/status/1442827662108643329
[11] https://twitter.com/funder/status/1452464537869897728
[10] https://twitter.com/OccupyDemocrats/status/1451955193705222150
[9] https://twitter.com/RawStory/status/1452723029692256259

Top URLs in Tweet in G1:
[8] https://twitter.com/nancylevine/status/1450194293428142082
[4] https://twitter.com/jennee68/status/1448820738052460545
[4] https://twitter.com/MacFarlaneNews/status/1449894747670081538
[4] https://twitter.com/RonFilipkowski/status/1450790840624979969
[4] https://www.usatoday.com/story/news/2021/10/24/january-6-rally-organizers-called-before-congressional-committee/8536515002/
[4] https://twitter.com/keithboykin/status/1450869132782616576
[3] https://twitter.com/funder/status/1452464537869897728
[3] https://twitter.com/amoneyresists/status/1451301347597357062
[3] https://twitter.com/Acosta/status/1452031077283926025
[3] https://twitter.com/tristansnell/status/1451970881090203654

Top URLs in Tweet in G2:
[15] https://www.rollingstone.com/politics/politics-news/exclusive-jan-6-organizers-met-congress-white-house-1245289/
[9] https://twitter.com/RawStory/status/1452723029692256259
[8] https://twitter.com/BelkissObadia/status/1400828143909343234
[7] https://twitter.com/RollingStone/status/1452433719516712964
[7] https://twitter.com/AP/status/1449051153367539719
[4] https://twitter.com/funder/status/1452464537869897728
[4] https://twitter.com/DrPaulGosar/status/1346865455571599363
[4] https://twitter.com/hunterw/status/1452434020810346498
[3] https://twitter.com/KlasfeldReports/status/1450874629338324994
[3] https://www.thedailybeast.com/paul-gosar-tricked-jan-6-planners-with-blanket-pardon-promise-says-report?source=twitter&via=mobile

Top URLs in Tweet in G3:
[7] https://twitter.com/hunterw/status/1452434020810346498
[7] https://twitter.com/RollingStone/status/1452433719516712964
[6] https://www.rollingstone.com/politics/politics-news/exclusive-jan-6-organizers-met-congress-white-house-1245289/
[3] https://redirect.viglink.com?u=https%3A%2F%2Fwww.nytimes.com%2Fvideo%2Fus%2Fpolitics%2F100000007606996%2Fcapitol-riot-trump-supporters.html&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[2] https://twitter.com/strandjunker/status/1450868946903736324
[2] https://twitter.com/tribelaw/status/1451332998465478657
[2] https://twitter.com/marceelias/status/1452441377384640530
[2] https://twitter.com/KylaInTheBurgh/status/1452453907817541640
[2] https://twitter.com/mmpadellan/status/1452470904194220032
[2] https://twitter.com/DavidJollyFL/status/1452463156245245958

Top URLs in Tweet in G4:
[4] https://twitter.com/RollingStone/status/1452433719516712964
[3] https://twitter.com/tribelaw/status/1452267007840301062
[2] https://apple.news/AkPjoBryaRUKoKlrwjPbBkA
[2] https://twitter.com/thematthewcooke/status/1452670110066307079
[2] https://twitter.com/mog7546/status/1449405761319211017
[2] https://twitter.com/rollingstone/status/1452433719516712964
[2] https://www.rollingstone.com/politics/politics-news/exclusive-jan-6-organizers-met-congress-white-house-1245289/?fbclid=IwAR0-5Wpel5UghndiJUftmuv58mvRV5H7pFCwwD17WrL57ttjg1KlQWq9yZo
[1] https://twitter.com/CupofJoeintheD2/status/1452619262175203333
[1] https://www.rollingstone.com/politics/politics-news/exclusive-jan-6-organizers-met-congress-white-house-1245289/
[1] https://twitter.com/marceelias/status/1452441377384640530

Top URLs in Tweet in G5:
[51] https://twitter.com/hunterw/status/1452434020810346498
[28] https://twitter.com/tribelaw/status/1452267007840301062
[24] https://twitter.com/washingtonpost/status/1451895996837945344
[15] https://twitter.com/kaur_jeeto/status/1442827662108643329
[6] https://twitter.com/highbrow_nobrow/status/1452701495128956931
[2] https://twitter.com/clayreinabq/status/1445182398623145985
[2] https://minnesotareformer.com/briefs/gop-state-senator-says-lindstrom-men-charged-in-jan-6-capitol-attack-are-good-family-need-financial-support/?utm_source=newsletter&utm_medium=email&utm_campaign=newsletter_axioslocal_minneapolis&stream=top
[2] https://www.rollingstone.com/politics/politics-news/exclusive-jan-6-organizers-met-congress-white-house-1245289/
[1] https://twitter.com/reportsdanews/status/1452463928940826629
[1] https://twitter.com/rollingstone/status/1452433719516712964

Top URLs in Tweet in G6:
[128] https://twitter.com/MacFarlaneNews/status/1451676179170275336
[5] https://twitter.com/NoLieWithBTC/status/1450956066938920965
[2] https://www.offshore-protection.com/offshore-blog/non-extradition-countries-the-best-place-to-run-to
[1] https://twitter.com/DonLew87/status/1451397375960879104
[1] https://twitter.com/MacFarlaneNews/status/1451554582916653059
[1] https://twitter.com/SethAbramson/status/1452471362824638464
[1] https://twitter.com/JuddLegum/status/1452676648432807943
[1] https://www.nytimes.com/2021/10/19/us/politics/steve-bannon-contempt.html
[1] https://www.washingtonpost.com/politics/house-is-poised-to-vote-to-hold-bannon-in-contempt-for-refusing-to-comply-with-jan-6-subpoena/2021/10/21/ed76e534-327f-11ec-9241-aad8e48f01ff_story.html
[1] https://twitter.com/tribelaw/status/1452267007840301062

Top URLs in Tweet in G7:
[7] https://twitter.com/OccupyDemocrats/status/1451955193705222150
[7] https://twitter.com/reportsdanews/status/1452463928940826629
[4] https://twitter.com/osullivanauthor/status/1447384561625677826
[3] https://twitter.com/CNN/status/1450256106849193989
[3] https://twitter.com/duty2warn/status/1450890291628679168
[2] https://twitter.com/PalmerReport/status/1451576344807096322
[2] https://twitter.com/acyn/status/1451997754796826627
[2] https://twitter.com/MayoIsSpicyy/status/1452716613610860544
[2] https://twitter.com/mmpadellan/status/1450241836765880321
[2] https://twitter.com/NPR/status/1450953253580050438

Top URLs in Tweet in G8:
[3] https://www.npr.org/2021/07/27/1019736664/jan-6-insurrection-hearing-police-nancy-pelosi-committee
[2] https://twitter.com/Gemini21BLM/status/1448605259820109829
[2] https://twitter.com/blueheartedly/status/1449448808375627778
[2] https://www.axios.com/donald-trump-private-schedules-leak-executive-time-34e67fbb-3af6-48df-aefb-52e02c334255.html
[2] https://twitter.com/jimsciutto/status/1450819155381338115
[1] https://twitter.com/RepValDemings/status/1451243227445612584
[1] https://twitter.com/hbodocs/status/1451594200722677782
[1] https://twitter.com/washingtonpost/status/1452672870140846085?s=21
[1] https://twitter.com/politicussarah/status/1450613733366145025?s=21
[1] https://twitter.com/jim_jordan/status/1452665405110108166

Top URLs in Tweet in G9:
[4] https://twitter.com/PIO2U/status/1452700820974280706
[3] https://twitter.com/TristanSnell/status/1452478356956532744
[3] https://www.rollingstone.com/politics/politics-news/exclusive-jan-6-organizers-met-congress-white-house-1245289/
[2] https://twitter.com/PIO2U/status/1452528996898508803
[2] https://twitter.com/PIO2U/status/1452323489151692806
[2] https://twitter.com/PIO2U/status/1452665911882694656
[2] https://www.al.com/news/2021/10/mo-brooks-met-with-jan-6-planners-ahead-of-riot-rolling-stone-reports.html
[2] https://www.newsweek.com/aoc-expulsion-congress-members-planning-january-6-riot-rolling-stone-rally-organizers-1642083
[2] https://twitter.com/BudGothmog44/status/1452722720299524105
[2] https://twitter.com/CalltoActivism/status/1449826560794578949

Top URLs in Tweet in G10:
[6] https://twitter.com/ReportsDaNews/status/1451946317438128131
[5] https://twitter.com/digiphile/status/1450824686171037714
[2] https://twitter.com/SuzanneLieb4/status/1452315229333954569
[2] https://twitter.com/ZoeTillman/status/1450101620419842051
[2] https://twitter.com/canndue_ben/status/1450539021592059904
[2] https://twitter.com/StrikeNational/status/1450846542642827265
[1] https://twitter.com/CalltoActivism/status/1452333963771531279
[1] https://twitter.com/chipfranklin/status/1452392822389317636
[1] https://twitter.com/hunterw/status/1452434020810346498
[1] https://twitter.com/The_Kal_El_/status/1452162421045428226

Top Domains
Top Domains in Tweet in Entire Graph:
[1123] twitter.com
[41] rollingstone.com
[10] washingtonpost.com
[10] yahoo.com
[9] rawstory.com
[9] businessinsider.com
[8] cnn.com
[8] justice.gov
[7] youtube.com
[7] huffpost.com

Top Domains in Tweet in G1:
[183] twitter.com
[4] cnn.com
[4] usatoday.com
[3] washingtonpost.com
[2] youtube.com
[2] msnbc.com
[2] rollingstone.com
[2] thedailybeast.com
[1] co.uk
[1] nydailynews.com

Top Domains in Tweet in G2:
[131] twitter.com
[16] rollingstone.com
[7] rawstory.com
[3] thedailybeast.com
[3] tiktok.com
[2] nationalreview.com
[2] thehill.com
[2] salon.com
[2] nbcnews.com
[1] democraticunderground.com

Top Domains in Tweet in G3:
[196] twitter.com
[9] rollingstone.com
[3] viglink.com
[2] youtube.com
[2] substack.com
[2] yahoo.com
[2] msn.com
[2] huffpost.com
[1] justice.gov
[1] latimes.com

Top Domains in Tweet in G4:
[26] twitter.com
[3] rollingstone.com
[2] apple.news
[1] thedailybeast.com
[1] fdacs.gov
[1] yahoo.com
[1] npr.org

Top Domains in Tweet in G5:
[131] twitter.com
[3] rollingstone.com
[2] minnesotareformer.com

Top Domains in Tweet in G6:
[143] twitter.com
[2] offshore-protection.com
[1] nytimes.com
[1] washingtonpost.com

Top Domains in Tweet in G7:
[47] twitter.com

Top Domains in Tweet in G8:
[25] twitter.com
[3] npr.org
[2] axios.com

Top Domains in Tweet in G9:
[23] twitter.com
[3] newsweek.com
[3] rollingstone.com
[2] al.com

Top Domains in Tweet in G10:
[26] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2901] insurrectionhasconsequences
[155] demvoice1
[149] lockthemallup
[146] january6thinsurrection
[138] neverforgetjanuary6th
[134] trump
[124] goptraitorstodemocracy
[103] january6th
[97] insurrection
[70] whitesupremacy



Top Hashtags in Tweet in G1:
[452] insurrectionhasconsequences
[56] neverforgetjanuary6th
[36] goptraitorstodemocracy
[33] insurrection
[32] thebiglie
[21] insurrection7
[16] insurrectionist
[16] trumpcoupattempt
[15] seditionhasconsequences
[14] enforcethesubpoenas

Top Hashtags in Tweet in G2:
[353] insurrectionhasconsequences
[35] lockthemallup
[28] goptraitorstodemocracy
[22] january6thinsurrection
[21] maga
[18] terrorists
[18] january6th
[15] ticktock
[10] traitors
[10] gopseditioustraitors

Top Hashtags in Tweet in G3:
[315] insurrectionhasconsequences
[24] insurrection
[22] january6thinsurrection
[22] goptraitorstodemocracy
[14] trump
[14] january6th
[12] jan6thcommittee
[11] lockhimup
[11] lockthemallup
[9] neverforgetjanuary6th

Top Hashtags in Tweet in G4:
[244] insurrectionhasconsequences
[74] trump
[57] alialexander
[57] alexjones
[57] rogerstone
[57] mikeflynn
[57] ginnithomas
[57] charliekirk
[57] whitesupremacy
[21] january6thinsurrection

Top Hashtags in Tweet in G5:
[256] insurrectionhasconsequences
[135] demvoice1
[69] stopthesteal
[51] lockthemallup
[25] enforcethesubpeonas
[24] arrestthemall
[24] jan6th
[8] january6thinsurrection
[6] trumplies
[3] trump

Top Hashtags in Tweet in G6:
[173] insurrectionhasconsequences
[8] gqptraitorstodemocracy
[8] seditioncaucus
[7] lockthemallup
[6] traitorssupporttraitortrump
[6] capitolriot
[5] magaterrorists
[5] jan6thcommittee
[5] guilty
[4] terroristcrybabies

Top Hashtags in Tweet in G7:
[133] insurrectionhasconsequences
[25] january6th
[21] resisters
[19] enforcethesubpoenas
[19] warnock
[17] lincolnproject
[17] blm
[15] warren
[14] bernie
[9] january6thinsurrection

Top Hashtags in Tweet in G8:
[74] insurrectionhasconsequences
[6] neverforgetjanuary6
[5] biglie
[4] insurrectionist
[4] gqp
[3] traitorssupporttraitortrump
[3] traitor
[3] neverforgetjanuary6th
[3] insurrection
[2] goptraitorstodemocracy

Top Hashtags in Tweet in G9:
[118] insurrectionhasconsequences
[18] trumpterroristparty
[12] donaldtrump
[11] lockthemallup
[8] trumpfascisthawley
[7] stoptrumpfascism
[7] lockallseditionistsup
[6] arrestandprosecutetrump
[6] treason
[6] january6thinsurrection

Top Hashtags in Tweet in G10:
[51] insurrectionhasconsequences
[9] neverforgetjanuary6th
[8] swiftjustice
[7] january6thcommittee
[7] truethat
[6] merrickgarland
[5] enforcethesubpoenas
[4] trumpforprison
[3] traitorssupporttraitortrump
[2] soreloser

Top Words
Top Words in Tweet in Entire Graph:
[2907] #insurrectionhasconsequences
[220] need
[209] time
[204] insurrection
[187] people
[157] macfarlanenews
[155] #demvoice1
[153] trump
[151] congress
[149] #lockthemallup

Top Words in Tweet in G1:
[453] #insurrectionhasconsequences
[58] january6thcmte
[56] #neverforgetjanuary6th
[55] gop
[46] gopleader
[36] #goptraitorstodemocracy
[33] #insurrection
[32] #thebiglie
[23] know
[23] people

Top Words in Tweet in G2:
[353] #insurrectionhasconsequences
[55] laurenboebert
[48] repmtg
[37] repgosar
[35] #lockthemallup
[33] right
[33] repandybiggsaz
[28] #goptraitorstodemocracy
[27] markmeadows
[24] repboebert

Top Words in Tweet in G3:
[315] #insurrectionhasconsequences
[27] trump
[24] #insurrection
[22] #january6thinsurrection
[22] #goptraitorstodemocracy
[17] democracy
[17] insurrection
[15] jan
[14] #trump
[14] #january6th

Top Words in Tweet in G4:
[244] #insurrectionhasconsequences
[84] insurrection
[74] #trump
[74] minions
[60] day
[58] arrested
[57] haven
[57] #alialexander
[57] #alexjones
[57] #rogerstone

Top Words in Tweet in G5:
[256] #insurrectionhasconsequences
[135] #demvoice1
[119] need
[85] people
[84] greene
[84] eastman
[83] insurrectionists
[80] rollingstone
[74] time
[71] cawthorn

Top Words in Tweet in G6:
[173] #insurrectionhasconsequences
[148] macfarlanenews
[128] reporter
[128] following
[128] developments
[128] gotta
[128] follow
[10] judge
[9] need
[8] #gqptraitorstodemocracy

Top Words in Tweet in G7:
[133] #insurrectionhasconsequences
[29] jan
[26] house
[25] time
[25] #january6th
[24] clean
[21] #resisters
[20] 6th
[19] #enforcethesubpoenas
[19] #warnock

Top Words in Tweet in G8:
[74] #insurrectionhasconsequences
[14] jim_jordan
[10] stevescalise
[7] imagine
[7] repjimbanks
[7] mzanona
[7] support
[7] people
[6] congress
[6] jimsciutto

Top Words in Tweet in G9:
[118] #insurrectionhasconsequences
[29] mattgaetz
[18] #trumpterroristparty
[18] rep
[15] again
[12] #donaldtrump
[11] therickydavila
[11] #lockthemallup
[9] happen
[9] blueheartedly

Top Words in Tweet in G10:
[51] #insurrectionhasconsequences
[13] donwinslow
[12] congress
[12] gqp
[9] #neverforgetjanuary6th
[8] those
[8] #swiftjustice
[7] still
[7] insurrection
[7] #january6thcommittee

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[140] #insurrectionhasconsequences,#demvoice1
[132] reporter,following
[132] following,#insurrectionhasconsequences
[132] #insurrectionhasconsequences,developments
[132] developments,macfarlanenews
[132] macfarlanenews,gotta
[132] gotta,follow
[84] #trump,minions
[71] boebert,brooks
[70] brooks,cawthorn

Top Word Pairs in Tweet in G1:
[16] #insurrectionhasconsequences,#goptraitorstodemocracy
[16] #neverforgetjanuary6th,#insurrectionhasconsequences
[14] #insurrectionhasconsequences,#thebiglie
[13] january6thcmte,#insurrectionhasconsequences
[13] #insurrection7,#insurrectionhasconsequences
[13] #neverforgetjanuary6th,gopleader
[10] #insurrection,#insurrectionhasconsequences
[9] hiltonelcon,visittucsonaz
[9] visittucsonaz,hosting
[9] hosting,bann

Top Word Pairs in Tweet in G2:
[18] mean,doesn
[18] doesn,suit
[18] suit,body
[18] body,armour
[18] armour,carry
[18] carry,zip
[18] zip,ties
[18] ties,gas
[18] gas,masks
[18] masks,taking

Top Word Pairs in Tweet in G3:
[10] #insurrection,#insurrectionhasconsequences
[9] #insurrectionhasconsequences,#insurrection
[8] #january6thinsurrection,#insurrectionhasconsequences
[7] #jan6thcommittee,#insurrectionhasconsequences
[6] 000,000
[5] #neverforgetjanuary6th,#insurrectionhasconsequences
[5] #trumpisatraitor,#insurrectionhasconsequences
[5] #insurrectionhasconsequences,#january6thinsurrection
[5] #goptraitorstodemocracy,#insurrectionhasconsequences
[5] #january6th,#insurrectionhasconsequences

Top Word Pairs in Tweet in G4:
[74] #trump,minions
[57] haven,#alialexander
[57] #alialexander,#alexjones
[57] #alexjones,#rogerstone
[57] #rogerstone,#mikeflynn
[57] #mikeflynn,#ginnithomas
[57] #ginnithomas,#charliekirk
[57] #charliekirk,#trump
[57] minions,indicted
[57] indicted,arrested

Top Word Pairs in Tweet in G5:
[120] #insurrectionhasconsequences,#demvoice1
[69] rollingstone,truth
[69] truth,eventually
[69] eventually,comes
[69] comes,sometimes
[69] sometimes,late
[69] late,consequences
[69] consequences,time
[69] time,people
[69] people,sights

Top Word Pairs in Tweet in G6:
[128] reporter,following
[128] following,#insurrectionhasconsequences
[128] #insurrectionhasconsequences,developments
[128] developments,macfarlanenews
[128] macfarlanenews,gotta
[128] gotta,follow
[5] #lockthemallup,#magaterrorists
[5] translation,trump
[5] trump,bannon
[5] bannon,many

Top Word Pairs in Tweet in G7:
[24] time,clean
[24] clean,house
[24] house,#january6th
[24] #january6th,#insurrectionhasconsequences
[18] jan,6th
[14] #warren,#bernie
[14] #bernie,#warnock
[14] #warnock,#lincolnproject
[14] #resisters,#blm
[14] #blm,#insurrectionhasconsequences

Top Word Pairs in Tweet in G8:
[6] jimsciutto,mzanona
[6] mzanona,imagine
[6] imagine,getting
[6] getting,second
[6] second,chance
[6] chance,life
[6] life,deciding
[6] deciding,use
[6] use,support
[6] support,insurrectionists

Top Word Pairs in Tweet in G9:
[18] mattgaetz,#trumpterroristparty
[18] #trumpterroristparty,#insurrectionhasconsequences
[8] blueheartedly,#insurrectionhasconsequences
[8] #insurrectionhasconsequences,#trumpfascisthawley
[7] therickydavila,#lockallseditionistsup
[7] #lockallseditionistsup,#insurrectionhasconsequences
[6] ariz,rep
[6] precedent,set
[6] set,#donaldtrump
[6] #donaldtrump,held

Top Word Pairs in Tweet in G10:
[7] #insurrectionhasconsequences,#swiftjustice
[6] donwinslow,davimarvelous
[6] davimarvelous,time
[6] time,indict
[6] indict,planners
[6] planners,insurrection
[6] insurrection,tfg
[6] tfg,gqp
[6] gqp,white
[6] white,house

Top Replied-To
Top Replied-To in Entire Graph:
@rollingstone
@palmerreport
@macfarlanenews
@landon59482362
@mattgaetz
@laurenboebert
@mtgreenee
@jim_jordan
@therickydavila
@markmeadows

Top Replied-To in G1:
@tribelaw
@mtgreenee
@january6thcmte
@tristansnell
@gop
@gopleader
@housegop
@jim_jordan
@condoleezzarice
@gopchairwoman

Top Replied-To in G2:
@laurenboebert
@markmeadows
@rawstory
@projectlincoln
@donaldjtrumpjr
@repmtg
@hawleymo
@repandybiggsaz
@drpaulgosar
@reallizusa

Top Replied-To in G4:
@palmerreport
@funder
@repswalwell
@out5p0ken
@standforbetter
@glennkirschner2
@kylegriffin1
@bblock29
@cnn
@occupydemocrats

Top Replied-To in G5:
@rollingstone
@gary_kline
@brunoamato_1
@fidelistojusti1
@jdvance1
@therickydavila
@laurenboebert
@congmikesimpson
@clyde2241
@donaldjtrumpjr

Top Replied-To in G6:
@macfarlanenews
@sergeantaqgo
@tristansnell
@iarnsdorf
@klasfeldreports
@chuckcjmmn

Top Replied-To in G7:
@repmattgaetz
@alexbruesewitz
@washingtonpost
@terimye37231065
@freedomcaucus
@touchingbizzer
@drakesadron
@oilyjohnson1
@teapainusa
@davidcorndc

Top Replied-To in G8:
@repjimbanks
@jimsciutto
@jim_jordan
@gopleader
@acyn
@thehill
@marnierose2
@lindseygrahamsc
@repnancymace
@mercedesschlapp

Top Replied-To in G9:
@mattgaetz
@therickydavila
@blueheartedly
@dylanmsmitty
@danasan68018976
@rollingstone
@ttuberville
@repjimbanks
@parkse
@agashleymoody

Top Replied-To in G10:
@donwinslow
@reportsdanews
@mayoisspicyy
@potus45
@crawfish4kraken
@randalrlev
@lioninwinter44
@rosemar95753967
@teapainusa
@mariakayray1

Top Mentioned
Top Mentioned in Entire Graph:
@macfarlanenews
@january6thcmte
@gop
@repmtg
@gopleader
@laurenboebert
@repgosar
@housedemocrats
@fbi
@repandybiggsaz

Top Mentioned in G1:
@january6thcmte
@gopleader
@gop
@hiltonelcon
@thejusticedept
@hiltonhotels
@benniegthompson
@replizcheney
@leadermcconnell
@whcos

Top Mentioned in G2:
@repmtg
@laurenboebert
@repgosar
@repandybiggsaz
@mobrooks
@repboebert
@fbi
@repcawthorn
@markmeadows
@donaldjtrumpjr

Top Mentioned in G4:
@housedemocrats
@cnn
@rollingstone
@senschumer
@hunterw
@carolk47
@senatedems
@january6thcmte
@deadlinewh
@thebeatwithari

Top Mentioned in G5:
@rollingstone
@mikecrapo
@jack
@stephie1945
@tonyhussein4
@gop
@repharshbarger
@brunoamato_1

Top Mentioned in G6:
@macfarlanenews
@fbi
@gop
@ericgarland
@ingop

Top Mentioned in G7:
@nc11dems
@repraskin
@markmeadows
@senmikelee
@mittromney
@repburgessowens
@repchrisstewart
@repblakemoore
@teapainusa
@fire_madison

Top Mentioned in G8:
@jim_jordan
@stevescalise
@mzanona
@nih
@nancymace
@repsamgraves
@transportgop
@repwesterman
@natresources
@repstefanik

Top Mentioned in G9:
@mattgaetz
@mtgreenee
@laurenboebert
@mobrooks
@joebiden
@repmtg
@fbi
@jim_jordan

Top Mentioned in G10:
@davimarvelous
@repvaldemings
@repadamschiff
@jerrynadler
@potus45
@scotus
@donwinslow
@eileenhenders16
@guillomena
@typesfast

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@missb62
@atthelp
@joni_looking
@sddphoto
@debilu2
@thehill
@wildwillow65
@cahulaan
@bellesapepper37

Top Tweeters in G1:
@cahulaan
@princessbravato
@sylviaz1913
@googleexpertuk
@bivi_17
@antarianrani
@deemoney521
@kcolaizzo
@all100senators
@drdind

Top Tweeters in G2:
@wildwillow65
@mog7546
@reevynap
@mrtachilles
@cubfan13241
@livegreenordie
@thedailybeast
@truthbuster
@godessofchaos71
@insonifier

Top Tweeters in G3:
@tassajarard
@jlownlaw
@solomongrundy6
@jenkins100rose
@viewfrommyoffic
@erinsnider10
@nicolekowalski5
@jack2john
@alisonbuckley
@geokaren

Top Tweeters in G4:
@betterw05759703
@sar_oso
@brontyman
@joanpennnative
@jacquelinehine1
@frackhazreveal
@janattheocean
@yolie_rios
@carolk47
@inglamwetrust

Top Tweeters in G5:
@jcmarbury
@courageousgirl2
@jomajority
@newsjunkie60
@victory1261
@astartiel
@pameladubsky49
@mcnejames
@50smag
@kathy73921688

Top Tweeters in G6:
@missb62
@sddphoto
@rcrockett
@kimpy123
@tenajd
@eilonwy24
@longfellowjean
@howyofwi
@socratic1
@orchidlady303

Top Tweeters in G7:
@tomthunkitsmind
@joni_looking
@multijo1
@aprylsmithts
@vmbritsch
@debr3322
@daretothink53
@washingtonpost
@proudcanadavet
@megresistor

Top Tweeters in G8:
@thehill
@antipandemonium
@the_lady_red
@skepmi
@tony201713
@wahcamia
@csdpagan
@grumpy_indie
@marnierose2
@acyn

Top Tweeters in G9:
@sandi_childs
@barbcast60
@lovealaska1105
@miamidecor
@parkse
@nancysa45944060
@shaker0309
@somuchtodo2
@oddlyb
@pinkdogwood770

Top Tweeters in G10:
@ajgma
@cheryl_marlin
@ancientbob
@locou9
@reportsdanews
@avigalluna
@barnes_law
@cardon_brian
@outerspacemanii
@bobnyc59


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