Koch, Twitter, 9/30/2020 11:07:59 PM, 236385


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Koch_2020-09-30_07-32-41.xlsx
Koch_2020-09-30_07-32-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 30, 2020
Short Description:
Koch via NodeXL https://bit.ly/36jFFzp
@tentoads4truth
@realdonaldtrump
@senwhitehouse
@hoosierrebel44
@project_veritas
@undefeater
@emeraldrobinson
@swimpreneur
@cruellaisdevine
@janemayernyer

Top hashtags:
#kochnetwork
#koch
#lufc
#lega
#cnp
#kochbrothers

Description:
Description
The graph represents a network of 9,015 Twitter users whose tweets in the requested range contained "Koch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 September 2020 at 14:41 UTC.

The requested start date was Wednesday, 30 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 1-day, 12-hour, 58-minute period from Monday, 28 September 2020 at 11:02 UTC to Wednesday, 30 September 2020 at 00:00 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 : 9015
Unique Edges : 7782
Edges With Duplicates : 10896
Total Edges : 18678
Number of Edge Types : 5
Mentions : 4028
Replies to : 2524
Tweet : 1710
Retweet : 3834
MentionsInRetweet : 6582
Self-Loops : 1799
Reciprocated Vertex Pair Ratio : 0.0230576905269006
Reciprocated Edge Ratio : 0.0450760318609703
Connected Components : 1790
Single-Vertex Connected Components : 655
Maximum Vertices in a Connected Component : 3506
Maximum Edges in a Connected Component : 10308
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.024448
Graph Density : 0.000135956626784169
Modularity : 0.574779
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 9,015 Twitter users whose tweets in the requested range contained "Koch", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 30 September 2020 at 14:41 UTC.

The requested start date was Wednesday, 30 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 1-day, 12-hour, 58-minute period from Monday, 28 September 2020 at 11:02 UTC to Wednesday, 30 September 2020 at 00:00 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 : GraphServerTwitterSearch
Graph Term : Koch
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:
[59] https://www.cnbc.com/2020/09/26/koch-network-campaign-for-support-trump-supreme-court-nominee.html
[50] https://www.cnbc.com/2020/09/29/2020-presidential-election-why-koch-network-wont-help-trumps-bid.html
[31] https://twitter.com/tentoads4truth/status/1009236126073176064?s=21
[15] https://twitter.com/tentoads4truth/status/1246674216478322691?s=21
[14] https://trib.al/Wv8Bu7f
[11] https://twitter.com/tentoads4truth/status/1176999145929728000?s=21
[9] https://www.politicususa.com/2017/01/20/americas-dismantling-begins-trump-heritage-blueprint.html
[9] https://twitter.com/tentoads4truth/status/1041716114202361856?s=21
[8] https://twitter.com/tentoads4truth/status/1164196603529269250?s=21
[8] https://www.mzwnews.com/mediathek/robert-koch-institut-es-gibt-keinen-corona-covid-19-erreger/

Top URLs in Tweet in G1:
[31] https://twitter.com/tentoads4truth/status/1009236126073176064?s=21
[14] https://twitter.com/tentoads4truth/status/1246674216478322691?s=21
[10] https://twitter.com/tentoads4truth/status/1176999145929728000?s=21
[8] https://twitter.com/tentoads4truth/status/1164196603529269250?s=21
[8] https://www.theguardian.com/us-news/2018/sep/07/arizona-fight-koch-brothers-school-vouchers
[7] https://twitter.com/tentoads4truth/status/989150344243376128?s=21
[7] https://twitter.com/tentoads4truth/status/1135249555442655233?s=21
[7] https://www.sourcewatch.org/index.php/U.S._Chamber_of_Commerce
[7] https://unknownjournal.wordpress.com/2010/10/06/%E2%96%BC-report-the-kochs-their-nazi-past-american-oil-the-foundation-of-republican-ideology/
[6] https://twitter.com/tentoads4truth/status/1008881217335250944?s=21

Top URLs in Tweet in G2:
[13] https://www.cnbc.com/2020/09/29/2020-presidential-election-why-koch-network-wont-help-trumps-bid.html
[6] https://www.cnbc.com/2020/09/26/koch-network-campaign-for-support-trump-supreme-court-nominee.html
[4] https://apple.news/A-HPBf8zORcmolBhAcIEd2Q
[3] https://www.businessinsider.com/koch-americans-for-prosperity-campaign-barrett-confirmation-2020-9
[2] https://meet-koch.de/aktuelle-jobs/
[2] https://www.kath.net/news/72975
[2] https://www.cnbc.com/2018/08/02/leonard-leo-assures-koch-donors-about-trump-judiciary-picks.html
[2] https://www.pika.fr/jeux-concours/concours-twitter-septembre-2020-pika-edition-x-koch-media-france
[2] https://www.focus.de/regional/hamburg/hamburger-koch-tim-maelzers-macht-restaurant-wieder-auf-spektakulaerste-eroeffnung-des-jahres_id_12482492.html?rnd=96d9274fecaf6c3859cb97dcb392ae77
[2] http://www.the-sz.com/products/vbbinfo/?f=3

Top URLs in Tweet in G3:
[3] https://www.theguardian.com/us-news/2018/sep/26/koch-brothers-americans-for-prosperity-rightwing-political-group
[2] https://www.rawstory.com/2020/09/brad-parscale-faces-investigation-for-stealing-40-million-from-trump-campaign-report/
[2] https://www.theatlantic.com/ideas/archive/2020/09/tragedy-means-blaming-black-people/616528/
[2] https://www.miamiherald.com/news/politics-government/article246062390.html
[2] https://twitter.com/realDonaldTrump/status/1310588453277650945
[2] https://www.bloomberg.com/news/articles/2018-06-27/koch-brothers-linked-group-declares-new-war-on-unions
[2] https://www.thenation.com/article/archive/david-koch-americans-for-prosperity-scott-walker/
[2] https://unchaindemocracy.org/koch-trump-deutsche-bank
[1] https://twitter.com/realDonaldTrump/status/1310796979954483200
[1] https://twitter.com/realDonaldTrump/status/1310950121329356802

Top URLs in Tweet in G4:
[5] https://twitter.com/tentoads4truth/status/1041716114202361856?s=21
[1] https://www.cnbc.com/2020/09/26/koch-network-campaign-for-support-trump-supreme-court-nominee.html
[1] https://www.opensecrets.org/news/2013/09/koch-groups-irs-report-unlocks-mysteries-details-giant-trade-group/
[1] https://twitter.com/i/web/status/1310902827959693312
[1] https://twitter.com/i/web/status/1310683253578358792
[1] https://twitter.com/i/web/status/1310664847890186240
[1] https://twitter.com/i/web/status/1310641521130115075
[1] https://twitter.com/tentoads4truth/status/1038671779269492736?s=21
[1] https://twitter.com/i/web/status/1310592799901966336

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1311030069159223305
[1] https://twitter.com/i/web/status/1311037428438904832
[1] https://twitter.com/i/web/status/1311025556033622026
[1] https://twitter.com/i/web/status/1311025855863324679
[1] https://twitter.com/i/web/status/1311026034951819271
[1] https://twitter.com/i/web/status/1310867768405889024
[1] https://twitter.com/i/web/status/1311069934538174464
[1] https://twitter.com/i/web/status/1311067513904603136
[1] https://twitter.com/i/web/status/1311060159305838592
[1] https://twitter.com/i/web/status/1311059405606182912

Top URLs in Tweet in G6:
[3] https://www.teenvogue.com/story/what-is-alec-explainer
[1] https://twitter.com/Cruellaisdevine/status/1289889376424456192
[1] https://twitter.com/i/web/status/1289986848391983106
[1] https://twitter.com/i/web/status/1263837597673099265
[1] https://zcu.io/WPxQ
[1] https://twitter.com/i/web/status/1298585346716962817
[1] https://twitter.com/i/web/status/1245462608729309193
[1] https://www.cnbc.com/2020/09/02/koch-network-drops-cash-into-kansas-senate-race-as-polls-tighten.html?__source=sharebar|twitter&par=sharebar
[1] https://www.cnbc.com/2020/09/26/koch-network-campaign-for-support-trump-supreme-court-nominee.html
[1] https://twitter.com/i/web/status/1311029671522447363

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1311013739492184068
[1] https://twitter.com/i/web/status/1311013617370886149
[1] https://twitter.com/i/web/status/1311005128363827207
[1] https://twitter.com/i/web/status/1311035197798969344
[1] https://twitter.com/i/web/status/1310991763339968513
[1] https://twitter.com/i/web/status/1310766747763404802
[1] https://twitter.com/i/web/status/1310742275614412801
[1] https://twitter.com/i/web/status/1310830411816239105
[1] https://twitter.com/i/web/status/1310824300832796672
[1] https://twitter.com/i/web/status/1310834769467408384

Top URLs in Tweet in G8:
[6] https://www.washingtontimes.com/news/2020/sep/28/koch-network-boosting-amy-coney-barretts-supreme-c/
[1] https://twitter.com/i/web/status/1310746218012782593
[1] https://www.citizensforethics.org/trump-family-travel-12x-obama-family/
[1] https://twitter.com/leftrightleftr4/status/1310985494923157504
[1] https://twitter.com/i/web/status/1310264350209273858
[1] https://twitter.com/i/web/status/1310289709772365824
[1] https://twitter.com/i/web/status/1310500359966785539
[1] https://twitter.com/i/web/status/1310947827485474817
[1] https://twitter.com/i/web/status/1310909877754060800
[1] https://twitter.com/i/web/status/1310773514732032006

Top URLs in Tweet in G9:
[1] https://twitter.com/z3dster/status/1311005254079651841
[1] https://twitter.com/i/web/status/1311086743052058629
[1] https://twitter.com/i/web/status/1310560356347994113
[1] https://twitter.com/i/web/status/1311087445912543232
[1] https://twitter.com/i/web/status/1311090097278849024
[1] https://twitter.com/i/web/status/1311090650838896641
[1] https://twitter.com/i/web/status/1310725547803148289
[1] https://twitter.com/i/web/status/1310725584004284416
[1] https://twitter.com/i/web/status/1310725597832896512
[1] https://twitter.com/i/web/status/1310725615272812544

Top URLs in Tweet in G10:
[5] https://twitter.com/tentoads4truth/status/1162925966219366400?s=21
[2] https://www.dailykos.com/stories/2020/9/28/1981422/-Trump-Tax-Story-Reminds-Us-Again-Time-for-a-Wealth-Tax
[2] https://www.prwatch.org/news/2020/03/13553/koch-linked-charity-bankrolled-project-veritas-it-worked-ex-spies-infiltrate
[1] https://twitter.com/dr0lst0n/status/1310748936932474880
[1] https://twitter.com/ethanmarten/status/1310736271338242048
[1] https://twitter.com/strandjunker/status/1310446719793065986
[1] https://twitter.com/ericg1247/status/1310694100446908416
[1] https://twitter.com/jasonmillerindc/status/1310721746933342208
[1] https://twitter.com/anniegabstonh/status/1310584302267068422
[1] https://twitter.com/roper_93/status/1310725742863495181

Top Domains
Top Domains in Tweet in Entire Graph:
[1939] twitter.com
[123] cnbc.com
[46] youtube.com
[28] sourcewatch.org
[26] theguardian.com
[22] trib.al
[19] prwatch.org
[14] politico.com
[11] opensecrets.org
[11] dw.com

Top Domains in Tweet in G1:
[321] twitter.com
[28] sourcewatch.org
[17] theguardian.com
[8] politico.com
[7] prwatch.org
[7] wordpress.com
[6] opensecrets.org
[5] polluterwatch.org
[5] co.uk
[4] motherjones.com

Top Domains in Tweet in G2:
[329] twitter.com
[27] cnbc.com
[7] youtube.com
[6] google.com
[5] seasonary.com
[4] businessinsider.com
[4] n-tv.de
[4] apple.news
[3] tiktok.com
[3] focus.de

Top Domains in Tweet in G3:
[113] twitter.com
[3] miamiherald.com
[3] nytimes.com
[3] theguardian.com
[2] rawstory.com
[2] theatlantic.com
[2] bloomberg.com
[2] thenation.com
[2] unchaindemocracy.org
[1] forbes.com

Top Domains in Tweet in G4:
[11] twitter.com
[1] cnbc.com
[1] opensecrets.org

Top Domains in Tweet in G5:
[32] twitter.com

Top Domains in Tweet in G6:
[50] twitter.com
[3] teenvogue.com
[2] cnbc.com
[2] kochind.com
[2] exposedbycmd.org
[2] propublica.org
[1] zcu.io
[1] readsludge.com
[1] kwch.com
[1] motherjones.com

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

Top Domains in Tweet in G8:
[15] twitter.com
[6] washingtontimes.com
[1] citizensforethics.org
[1] washingtonpost.com
[1] cnbc.com

Top Domains in Tweet in G9:
[69] twitter.com
[1] ecowatch.com

Top Domains in Tweet in G10:
[49] twitter.com
[2] dailykos.com
[2] prwatch.org
[1] vox.com
[1] actblue.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[226] kochnetwork
[79] koch
[45] lufc
[39] lega
[21] cnp
[18] kochbrothers
[14] coronavirus
[14] trumpcrimesyndicate
[13] covid19
[12] darkmoney



Top Hashtags in Tweet in G1:
[184] kochnetwork
[45] koch
[18] cnp
[14] trumpcrimesyndicate
[10] councilfornationalpolicy
[8] darkmoney
[5] trumpsterrorists
[5] fcc
[5] trumpvirus
[5] coronavirus

Top Hashtags in Tweet in G2:
[11] koch
[6] job
[5] lufc
[5] seasonary
[4] tiktok
[4] corona
[4] germany
[3] dasperfektedinner
[3] smartnews
[3] peopleyoumayknow

Top Hashtags in Tweet in G3:
[12] kochnetwork
[3] endtrumpschaos
[3] taxtherich
[2] chump
[2] polluter
[1] votebidenharris2020
[1] darkmoney
[1] selectiveoutrage
[1] liberallogic
[1] thatshypocritical

Top Hashtags in Tweet in G4:
[8] kochnetwork
[1] donothinggop
[1] votethemallout2020

Top Hashtags in Tweet in G5:
[37] lufc
[1] mot

Top Hashtags in Tweet in G6:
[5] unkochamerica
[5] alec
[5] kochnetwork
[3] charleskoch
[3] judicialwatch
[3] gorsuch
[3] kavanaugh
[3] fossilfuelsubsidies
[2] amybarrett
[2] cpn

Top Hashtags in Tweet in G7:
[1] maga

Top Hashtags in Tweet in G8:
[4] unfit
[1] koch
[1] kochbrothers
[1] kochnetwork
[1] bidenharrislandslide2020

Top Hashtags in Tweet in G9:
[5] mytwitteranniversary
[1] crackpots
[1] crackpot

Top Hashtags in Tweet in G10:
[3] votebluetoendthisnightmare
[2] qanon
[2] turntexasblue
[2] breaking
[2] byelindsey
[1] kochnetwork
[1] putinspuppet
[1] criminal
[1] kochcash
[1] mercermoney

Top Words
Top Words in Tweet in Entire Graph:
[4785] koch
[812] money
[801] brothers
[647] tentoads4truth
[576] dark
[556] pro
[530] trump
[486] charles
[395] funded
[369] polluter

Top Words in Tweet in G1:
[869] koch
[591] tentoads4truth
[218] brothers
[183] #kochnetwork
[107] trump
[84] data
[78] ties
[72] funded
[68] money
[66] foundation

Top Words in Tweet in G2:
[560] koch
[62] trump
[46] network
[45] brothers
[30] die
[30] robert
[26] 2020
[24] heckler
[23] campaign
[22] helping

Top Words in Tweet in G3:
[140] koch
[88] trump
[84] realdonaldtrump
[44] brothers
[30] people
[25] gtconway3d
[22] tax
[20] money
[16] barr
[16] manipulate

Top Words in Tweet in G4:
[512] money
[510] dark
[508] pro
[269] senwhitehouse
[255] court
[254] course
[254] polluters
[254] specialize
[254] influence
[254] polluter

Top Words in Tweet in G5:
[139] koch
[71] signings
[69] watkins
[69] white
[68] victor
[68] radz
[68] appreciation
[68] tweet
[68] looking
[68] domestic

Top Words in Tweet in G6:
[220] koch
[137] charles
[126] janemayernyer
[111] senators
[110] climate
[106] billionaire
[105] barrett
[99] polluter
[98] coney
[98] media

Top Words in Tweet in G7:
[102] koch's
[99] postulates
[95] virus
[93] 2013boodicca
[92] university
[91] until
[91] scientists
[91] phe
[91] produce
[91] actual

Top Words in Tweet in G8:
[142] koch
[102] crewcrew
[99] charles
[97] billionaire
[95] political
[95] advocacy
[95] group
[95] backed
[95] officially
[95] launching

Top Words in Tweet in G9:
[35] koch
[23] art
[20] museum
[19] gardnermuseum
[19] scamming
[19] public
[19] empty
[19] frames
[19] heist
[18] part

Top Words in Tweet in G10:
[39] trump
[26] koch
[14] pamkeithfl
[14] aweissmann_
[13] morning_joe
[12] djrothkopf
[11] know
[11] irs
[10] republicans
[9] republican

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[784] koch,brothers
[568] dark,money
[432] charles,koch
[268] money,court
[267] money,influence
[266] course,polluters
[266] polluters,specialize
[266] specialize,dark
[266] influence,pro
[266] pro,polluter

Top Word Pairs in Tweet in G1:
[211] koch,brothers
[100] tentoads4truth,koch
[53] charles,koch
[50] cambridge,analytica
[43] koch,industries
[43] koch,#kochnetwork
[42] stephaniefishm4,jedgarren
[41] heritage,foundation
[41] right,wing
[35] carolecadwalla,wendysiegelman

Top Word Pairs in Tweet in G2:
[43] koch,network
[42] koch,brothers
[27] robert,koch
[23] heckler,koch
[19] policy,wins
[18] supreme,court
[17] amy,coney
[16] sam,koch
[16] trump,koch
[16] network,helping

Top Word Pairs in Tweet in G3:
[44] koch,brothers
[19] trump,koch
[16] brothers,manipulate
[14] manipulate,vulnerable
[14] gtconway3d,tashka9
[13] vulnerable,people
[13] federalist,society
[11] iaff22,realdonaldtrump
[10] cruellaisdevine,iaff22
[10] ed,koch

Top Word Pairs in Tweet in G4:
[510] dark,money
[254] course,polluters
[254] polluters,specialize
[254] specialize,dark
[254] money,influence
[254] influence,pro
[254] pro,polluter
[254] polluter,pro
[254] pro,dark
[254] money,court

Top Word Pairs in Tweet in G5:
[68] victor,radz
[68] radz,appreciation
[68] appreciation,tweet
[68] tweet,looking
[68] looking,domestic
[68] domestic,signings
[68] signings,watkins
[68] watkins,30m
[68] 30m,ben
[68] ben,white

Top Word Pairs in Tweet in G6:
[132] charles,koch
[99] billionaire,climate
[99] climate,polluter
[99] polluter,charles
[97] koch,pressuring
[97] pressuring,senators
[97] senators,confirming
[97] confirming,amy
[97] amy,coney
[97] coney,barrett

Top Word Pairs in Tweet in G7:
[96] koch's,postulates
[91] until,scientists
[91] scientists,phe
[91] phe,university
[91] university,produce
[91] produce,actual
[91] actual,isolated
[91] isolated,virus
[91] virus,passes
[91] passes,koch's

Top Word Pairs in Tweet in G8:
[99] charles,koch
[95] political,advocacy
[95] advocacy,group
[95] group,backed
[95] backed,billionaire
[95] billionaire,charles
[95] koch,officially
[95] officially,launching
[95] launching,campaign
[95] campaign,support

Top Word Pairs in Tweet in G9:
[19] museum,scamming
[19] scamming,public
[19] public,empty
[19] empty,frames
[19] frames,art
[19] art,heist
[18] heist,part
[16] gardnermuseum,museum
[12] voter,intimidation
[11] part,covering

Top Word Pairs in Tweet in G10:
[12] djrothkopf,morning_joe
[12] morning_joe,aweissmann_
[8] pamkeithfl,justmejanis
[8] justmejanis,republicans
[8] republicans,underfunded
[8] underfunded,irs
[8] irs,happens
[8] happens,collect
[7] hedylamarr228,pamkeithfl
[7] collect,rich

Top Replied-To
Top Replied-To in Entire Graph:
@nerosalt
@tentoads4truth
@anthony__koch
@ivetesangalo
@coachjustinl
@strandjunker
@koch_lais
@zarakkhan_taj
@gardnermuseum
@koch_colton

Top Replied-To in G1:
@tentoads4truth
@carolecadwalla
@realarticulated
@cruellaisdevine
@dianesbaker1
@senwhitehouse
@jim_jordan
@z3dster
@medeabenjamin
@lovetogive2

Top Replied-To in G3:
@realdonaldtrump
@gtconway3d
@anncoulter
@donwinslow
@ladybounty2000
@chrislhayes
@kylegriffin1
@ordinary1world
@wajahatali
@robertjdenault

Top Replied-To in G4:
@senwhitehouse
@mattdizwhitlock
@johncornyn
@dereksheen
@mspicuzzamjs
@lawamericanx
@plcnarrativestr

Top Replied-To in G5:
@tommy_lufc
@aclr1972
@thesquareball
@lufc_james_
@berencross
@bbcsport
@apopey
@kershaw1110
@vivareeves
@360leed

Top Replied-To in G6:
@janemayernyer
@kochindustries
@mahambonesawman
@tedcruz
@dystopian_rob
@argyris
@brhodes
@jysexton
@evanmcmullin
@dave0freckoning

Top Replied-To in G7:
@2013boodicca
@swimpreneur
@matthancock
@jamestodaromd
@soniaadesara
@andypgaunt
@emeraldrobinson
@melaniekayxx
@jordanschachtel
@netpoette

Top Replied-To in G8:
@crewcrew
@dailyposter
@chrismurphyct
@tribelaw
@davidsirota
@msignorile
@senschumer
@washingtonpost
@matthewstoller
@iosolofede

Top Replied-To in G9:
@gardnermuseum
@erictrump
@donaldjtrumpjr
@seanhannity
@townhallcom
@project_veritas
@ebonybowden
@oneunderscore__
@hyperallergic
@openstudiogbh

Top Replied-To in G10:
@djrothkopf
@ewarren
@ilhanmn
@fuck_trump_koch
@therickydavila
@ssdufrene54
@sarahkendzior
@walshfreedom
@milestaylorusa
@kayleighmcenany

Top Mentioned
Top Mentioned in Entire Graph:
@tentoads4truth
@senwhitehouse
@janemayernyer
@crewcrew
@realdonaldtrump
@2013boodicca
@cruellaisdevine
@lukeadriandavid
@vegix
@schwartzbcnbc

Top Mentioned in G1:
@tentoads4truth
@cruellaisdevine
@wendysiegelman
@vickerysec
@jedgarren
@stephaniefishm4
@maddow
@barbetta1
@dianesbaker1
@kelly2277

Top Mentioned in G2:
@hollaka_hollala
@tailofthedog
@truthmatters24
@jkraschl
@manleehood
@4seasonspix
@akram_awan_
@davidrovillain

Top Mentioned in G3:
@realdonaldtrump
@gtconway3d
@joebiden
@tashka9
@nytimes
@mmpadellan
@cruellaisdevine
@iaff22
@kylegriffin1
@tentoads4truth

Top Mentioned in G4:
@senwhitehouse
@tentoads4truth
@johncornyn
@kylegriffin1
@votewisdems
@mattdizwhitlock
@joseyrider
@skinutonwater21
@janetjanssen
@realdonaldtrump

Top Mentioned in G5:
@lukeadriandavid
@oliwhitemot93
@focusonleeds
@oddschanger
@radebe_leeds
@morsey91
@thesquareball
@allday_leeds
@bbcsport
@apopey

Top Mentioned in G6:
@janemayernyer
@kochindustries
@shrm
@doug_lakey
@exposedbycmd
@spiroagnewghost
@accountablenw
@salgentile
@standuptoalec
@unkochcampus

Top Mentioned in G7:
@2013boodicca
@dockaurg
@jamestodaromd
@drsimonegold
@gummibear737
@alexberenson
@zev_dr
@jordanschachtel
@matthancock
@jennybethm

Top Mentioned in G8:
@crewcrew
@vicstoddard
@washtimes
@power_jaguar
@derekcressman
@lister_lester
@malcolmnance
@davidsirota
@janemayernyer
@simonedelavega

Top Mentioned in G9:
@project_veritas
@gardnermuseum
@erictrump
@abc
@mopatriot45
@iraqichildghost
@jamesokeefeiii
@golfergirl305
@sooze555
@donaldjtrumpjr

Top Mentioned in G10:
@pamkeithfl
@morning_joe
@aweissmann_
@justmejanis
@djrothkopf
@hedylamarr228
@tentoads4truth
@ilhanm
@ilhanmn
@jasonkander

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@pulpnews
@geonews_urdu
@threadreaderapp
@rk70534
@lt38
@mattmurph24
@chidambara09
@cityreport
@billm9

Top Tweeters in G1:
@threadreaderapp
@mattmurph24
@lechatnoire4
@ggg_says
@porridgeisgood
@theresamax
@btm8291
@awelab1956
@lovetogive2
@beverly21811568

Top Tweeters in G2:
@pulpnews
@cityreport
@fainformazione
@davidjones720
@focus_regional
@nhdogmom
@vbbinfo
@deutschland_brd
@tobesafensound
@classiquelive

Top Tweeters in G3:
@newyorker2212
@nikitakitty
@thestephenralph
@smilan317
@mms5048
@summer7570
@nytimes
@novembermatters
@cnn
@mikeandersonsr

Top Tweeters in G4:
@inspiteoftrump
@tinyboo49
@mstepczyk
@leslielee327
@johnapp63499667
@avonan
@all100senators
@thumppooh
@heysyd
@lininohio

Top Tweeters in G5:
@profesortbaker
@bbcsport
@jordan_armo
@fernkantarat
@oddschanger
@lequipe
@leedsunited_mad
@callumoneill44
@thegilse
@thesquareball

Top Tweeters in G6:
@dgendvil
@givemepie360
@sueleugers
@tigerbeat
@darlene_edw
@leoluminary
@mimitexasangel
@chloepoliticat
@serabbi
@pink1963dsw

Top Tweeters in G7:
@mummygirl
@kheatherbrown
@candtalan
@reptoid_hunter
@partynxs
@thetorontosun
@drscott_atlanta
@albertothomas
@2112frankie
@anonymous4835

Top Tweeters in G8:
@britpoptarts
@kenkircher1
@michelejeanson1
@cathyjoegpt
@gadflyquebec
@mamurphymaureen
@sandykalano
@paulmcclintock
@orchidlady303
@leslie_resists

Top Tweeters in G9:
@sooze555
@washingtonpost
@nypost
@abc
@les_deplorable
@waynedupreeshow
@pbpost
@skyrider4538
@theatlantic
@sunflowersoul71

Top Tweeters in G10:
@stevekoehler22
@johnlundin
@vabvox
@mikeloburgio
@spacetimeltd
@carollei4
@can_skeptic_wm
@sandibachom
@tucsonblonde
@jseulement2019