Koch, Twitter, 11/8/2019 11:19:25 PM, 215805


FAQ | Problem?

Koch_2019-11-08_14-41-02.xlsx
Koch_2019-11-08_14-41-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 08, 2019
Short Description:
Koch via NodeXL http://bit.ly/2pYcRts
@michellemalkin
@thehill
@tentoads4truth
@cruellaisdevine
@dayummaam
@pmmmc85
@chandraoza
@gop
@david_j_koch
@secpompeo

Top hashtags:
#openbordersinc
#cygnus
#kochbrothers
#koch
#taxscam
#photography
#cdu
#kochnetwork
#buchenwald

Description:
Description
The graph represents a network of 5,802 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 Friday, 08 November 2019 at 22:42 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 10-hour, 4-minute period from Monday, 04 November 2019 at 06:04 UTC to Tuesday, 05 November 2019 at 16:08 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 : 5802
Unique Edges : 7408
Edges With Duplicates : 1923
Total Edges : 9331
Number of Edge Types : 3
Mentions : 6848
Tweet : 1228
Replies to : 1255
Self-Loops : 1228
Reciprocated Vertex Pair Ratio : 0.0230408192291281
Reciprocated Edge Ratio : 0.0450437925761157
Connected Components : 1112
Single-Vertex Connected Components : 380
Maximum Vertices in a Connected Component : 1865
Maximum Edges in a Connected Component : 3656
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.439988
Graph Density : 0.000213712276425851
Modularity : 0.761432
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 5,802 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 Friday, 08 November 2019 at 22:42 UTC.

The requested start date was Wednesday, 06 November 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 10-hour, 4-minute period from Monday, 04 November 2019 at 06:04 UTC to Tuesday, 05 November 2019 at 16:08 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 : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[59] https://bluntforcetruth.com/news/koch-organizations-push-illegal-alien-art-propaganda-in-support-of-obamas-daca/
[43] https://thehill.com/latino/468810-koch-groups-take-immigration-art-exhibit-to-dc-ahead-of-daca-hearing-at-supreme-court
[18] https://www.hessenschau.de/panorama/schueler-hoeren-antisemitische-lieder-nach-besuch-im-kz-buchenwald,theo-koch-schule-antisemitismus-100.html
[14] https://twitter.com/SecPompeo/status/1191455541052289024
[11] https://bigleaguepolitics.com/koch-organizations-push-illegal-alien-art-propaganda-in-support-of-obamas-daca/
[10] https://www.thenation.com/article/thanks-koch-brothers-proof-single-payer-saves-money/
[9] https://www.cicero.de/innenpolitik/cdu-krise-angela-merkel-annegret-kramp-karrenbauer-roland-koch-friedrich-merz
[7] https://swimswam.com/marco-koch-breaks-down-his-1st-isl-win-in-budapest-video/
[7] https://twitter.com/citizen004/status/1191508075603099648
[6] https://soundcloud.com/trumpwatchpodcast/the-koch-brothers-and-trump

Top URLs in Tweet in G1:
[18] https://thehill.com/latino/468810-koch-groups-take-immigration-art-exhibit-to-dc-ahead-of-daca-hearing-at-supreme-court
[5] https://www.breitbart.com/tech/2019/08/20/bokhari-the-koch-soros-alliance-to-censor-the-internet/amp/?__twitter_impression=true
[2] https://bluntforcetruth.com/news/koch-organizations-push-illegal-alien-art-propaganda-in-support-of-obamas-daca/
[1] https://twitter.com/thehill/status/1191364497715449856
[1] https://threadreaderapp.com/thread/1191373880700502016.html
[1] https://twitter.com/charliekirk11/status/1191533748988178433

Top URLs in Tweet in G2:
[7] https://www.cicero.de/innenpolitik/cdu-krise-angela-merkel-annegret-kramp-karrenbauer-roland-koch-friedrich-merz
[6] https://thehill.com/latino/468810-koch-groups-take-immigration-art-exhibit-to-dc-ahead-of-daca-hearing-at-supreme-court
[4] https://swimswam.com/marco-koch-breaks-down-his-1st-isl-win-in-budapest-video/
[2] https://www.stern.de/genuss/essen/kochen--mit-diesen-vier-zutaten-werden-sie-zum-guten-koch-8403976.html
[2] https://blogs.nasa.gov/spacestation/2019/11/04/astronaut-jessica-meir-and-christina-koch-capture-cygnus-with-stations-robotic-arm/
[2] https://twitter.com/thehill/status/1191364497715449856
[2] https://www.focus.de/11286439
[2] https://twitter.com/SecPompeo/status/1191455541052289024
[2] https://www.hessenschau.de/panorama/schueler-hoeren-antisemitische-lieder-nach-besuch-im-kz-buchenwald,theo-koch-schule-antisemitismus-100.html
[2] http://twitcom.com.br/groupUser.php?user=faby_koch

Top URLs in Tweet in G3:
[15] https://thehill.com/latino/468810-koch-groups-take-immigration-art-exhibit-to-dc-ahead-of-daca-hearing-at-supreme-court
[4] https://indivisible.org/resource/how-states-can-fight-money-politics
[3] https://www.netflix.com/title/80063867
[2] https://www.theguardian.com/us-news/2018/sep/26/koch-brothers-americans-for-prosperity-rightwing-political-group
[2] https://www.opensecrets.org/news/2018/11/stung-by-trump-and-midterms-the-koch-network-changes-its-approach/
[1] https://twitter.com/JuliusGoat/status/1191148535774957569
[1] https://theintercept.com/2017/07/26/koch-brothers-tax-reform-plan-grassroots-document/
[1] https://www.newyorker.com/news/daily-comment/kochland-examines-how-the-koch-brothers-made-their-fortune-and-the-influence-it-bought
[1] https://www.theguardian.com/us-news/2018/sep/07/arizona-fight-koch-brothers-school-vouchers
[1] https://www.thenation.com/article/the-koch-brothers-get-their-very-own-secretary-of-state/

Top URLs in Tweet in G4:
[4] https://twitter.com/Tentoads4truth/status/1006057773656731648?s=20
[4] https://www.sourcewatch.org/index.php/Koch_candidates,_2016
[3] https://twitter.com/Tentoads4truth/status/990477954474954752?s=20
[3] https://www.opensecrets.org/news/2018/10/intro-to-koch-brothers-digital/
[3] https://www.sanders.senate.gov/koch-brothers
[2] https://thehill.com/homenews/campaign/449843-club-for-growth-targeting-biden-in-ad-during-debate-report?amp
[2] https://www.spglobal.com/marketintelligence/en/news-insights/latest-news-headlines/high-yield-bond-news/time-hy-bonds-pop-meredith-bid-said-net-koch-brothers-backing
[2] https://www.sourcewatch.org/index.php/The_Free_Telegraph
[2] https://abcnews.go.com/Politics/32-trillion-price-tag-sanders-medicare-program-koch/story?id=56938226
[1] https://www.baltimoresun.com/news/maryland/politics/bs-md-big-donations-governor-20180119-story,amp.html

Top URLs in Tweet in G5:
[2] https://blogs.nasa.gov/spacestation/2019/11/04/astronaut-jessica-meir-and-christina-koch-capture-cygnus-with-stations-robotic-arm/
[1] https://www.nasa.gov/press-release/nasa-tv-to-air-departure-of-japanese-cargo-spacecraft-from-space-station
[1] https://www.bustle.com/p/what-its-like-to-live-in-the-international-space-station-according-to-astronaut-christina-koch-18663128
[1] https://alienwizard93.tumblr.com/post/188824918463/photos-of-space-moonrise-at-sunrise-from-the#_=_
[1] https://spacetimewithstuartgary.tumblr.com/post/188822937688#_=_
[1] http://thinkand.do/HVYEKg
[1] http://ncst.at/I1FDZf

Top URLs in Tweet in G6:
[2] https://www.politico.com/story/2019/02/04/former-koch-official-runs-epa-chemical-research-1136230
[2] https://m.dailykos.com/stories/2018/2/16/1742019/-Koch-Republicans-Inch-Closer-Towards-Replacing-the-Constitution
[1] https://www.kansas.com/news/politics-government/article236649658.html
[1] https://www.youtube.com/watch?v=B4Rdo3jmjTk

[1] https://kochdocs.org/2019/06/07/1980-ed-clark-oil-and-gas-journal-ad/
[1] https://kochdocs.org/2019/08/19/netflix-takes-on-the-koch-funded-attacks-on-public-transit/
[1] https://kochdocs.org/2019/06/06/freedom-partners-roadmap-repeal/
[1] https://twitter.com/FiveThirtyEight/status/1191724379266269184
[1] https://www.huffingtonpost.com/entry/koch-paysout-to-ryan-after-taxlaw_us_5a63ce41e4b0dc592a09697c?ec_carp=7938915338227417722
[1] https://www.inquirer.com/opinion/commentary/david-koch-amazon-rain-forest-fires-20190825.html

Top URLs in Tweet in G7:
[2] https://www.cicero.de/innenpolitik/cdu-krise-angela-merkel-annegret-kramp-karrenbauer-roland-koch-friedrich-merz
[1] https://www.focus.de/politik/deutschland/gastkommentar-von-hugo-mueller-vogg-merkel-hat-mit-der-cdu-offenbar-abgeschlossen_id_11309018.html?cp
[1] https://twitter.com/BR24/status/1191650366687006720
[1] https://www.focus.de/11286439
[1] https://m.bild.de/regional/frankfurt/frankfurt-aktuell/gruenberg-schueler-groelen-antisemitische-lieder-65817968,view=amp.bildMobile.html?__twitter_impression=true
[1] https://www.welt.de/politik/deutschland/article202942872/CDU-Politiker-Norbert-Roettgen-kritisiert-Angela-Merkel.html?wtmc=socialmedia.twitter.shared.web
[1] https://www.focus.de/politik/deutschland/gastkommentar-von-hugo-mueller-vogg-merkel-hat-mit-der-cdu-offenbar-abgeschlossen_id_11309018.html?c
[1] https://www.journalistenwatch.com/2019/11/03/ruhe-glied-soeder/
[1] https://twitter.com/cicero_online/status/1191240024005775361

Top URLs in Tweet in G8:
[2] https://twitter.com/abc/status/1191301760184442880
[1] https://twitter.com/newtgingrich/status/1191686697836105728
[1] https://twitter.com/realDonaldTrump/status/1191371996459884549
[1] https://twitter.com/GOPChairwoman/status/1191506576387039233
[1] https://twitter.com/realDonaldTrump/status/1191337006615482368
[1] https://twitter.com/realDonaldTrump/status/1191155312084082688
[1] https://twitter.com/GOPChairwoman/status/1191522359594934273
[1] https://twitter.com/realDonaldTrump/status/1191409674656059392
[1] https://reut.rs/2C8Arq7
[1] https://twitter.com/redistrict/status/1191371119162544128

Top URLs in Tweet in G9:
[2] https://twitter.com/Springboks/status/1191022727387402240
[1] https://twitter.com/twiggleburg/status/1191556129148538880
[1] https://www.sowetanlive.co.za/news/south-africa/2019-11-05-coal-trucks-torched-drivers-assaulted-on-way-to-eskom-power-station/
[1] https://twitter.com/Abramjee/status/1191415384521498629
[1] https://www.usatoday.com/story/opinion/2019/11/02/red-meat-flawed-health-climate-claims-new-research-column/4112887002/
[1] https://twitter.com/i/events/1190593079897538561

Top URLs in Tweet in G10:
[5] https://www.youtube.com/watch?v=vf-k6qOfXz0&feature=youtu.be

[3] https://www.thenation.com/article/thanks-koch-brothers-proof-single-payer-saves-money/
[1] https://twitter.com/ScottWalker/status/1191373956126846976

Top Domains
Top Domains in Tweet in Entire Graph:
[293] twitter.com
[59] bluntforcetruth.com
[49] thehill.com
[25] facebook.com
[22] sourcewatch.org
[21] youtube.com
[20] hessenschau.de
[13] bigleaguepolitics.com
[12] theguardian.com
[12] thenation.com

Top Domains in Tweet in G1:
[18] thehill.com
[5] breitbart.com
[2] twitter.com
[2] bluntforcetruth.com
[1] threadreaderapp.com

Top Domains in Tweet in G2:
[64] twitter.com
[20] facebook.com
[10] thehill.com
[7] cicero.de
[6] ecowatch.com
[5] youtube.com
[5] stern.de
[4] nasa.gov
[4] instagram.com
[4] gypsy-hollow.com

Top Domains in Tweet in G3:
[15] thehill.com
[4] indivisible.org
[3] theguardian.com
[3] twitter.com
[3] netflix.com
[2] opensecrets.org
[1] theintercept.com
[1] newyorker.com
[1] thenation.com
[1] washingtonpost.com

Top Domains in Tweet in G4:
[15] sourcewatch.org
[10] twitter.com
[5] opensecrets.org
[3] senate.gov
[2] thehill.com
[2] spglobal.com
[2] go.com
[1] baltimoresun.com
[1] dailykos.com
[1] prwatch.org

Top Domains in Tweet in G5:
[3] nasa.gov
[2] tumblr.com
[1] bustle.com
[1] thinkand.do
[1] ncst.at

Top Domains in Tweet in G6:
[6] twitter.com
[3] kochdocs.org
[2] politico.com
[2] opensecrets.org
[2] dailykos.com
[1] kansas.com
[1] youtube.com
[1] huffingtonpost.com
[1] inquirer.com
[1] nytimes.com

Top Domains in Tweet in G7:
[3] focus.de
[2] cicero.de
[2] twitter.com
[1] bild.de
[1] welt.de
[1] journalistenwatch.com

Top Domains in Tweet in G8:
[11] twitter.com
[1] reut.rs
[1] theartworkstory.com
[1] indiatimes.com
[1] foxnews.com
[1] thenation.com

Top Domains in Tweet in G9:
[5] twitter.com
[1] co.za
[1] usatoday.com

Top Domains in Tweet in G10:
[5] youtube.com
[3] thenation.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[466] openbordersinc
[240] cygnus
[64] kochbrothers
[61] koch
[39] taxscam
[34] photography
[25] cdu
[24] kochnetwork
[21] buchenwald
[19] watchus



Top Hashtags in Tweet in G1:
[459] openbordersinc
[1] rino
[1] realrepublican
[1] americalast

Top Hashtags in Tweet in G2:
[13] koch
[4] münchen
[4] munich
[3] baitaamigos
[3] astrology
[3] horoscope
[2] cdu
[2] science
[2] climatechange
[2] climatecrisis

Top Hashtags in Tweet in G3:
[16] concon
[3] openbordersinc
[2] gotv
[2] gophacking
[2] koch
[2] mcconnell
[1] murdock
[1] moscowmitchtraitor
[1] corporatenazism
[1] permanentrepublicanmajority

Top Hashtags in Tweet in G4:
[19] kochnetwork
[1] koch
[1] gapol
[1] coverups
[1] doubleagent
[1] rico
[1] kochbrothers
[1] taxscam
[1] concon

Top Hashtags in Tweet in G5:
[240] cygnus
[2] asknasa
[1] allwomanspacewalk
[1] ncstate
[1] thinkanddo

Top Hashtags in Tweet in G6:
[61] kochbrothers
[38] taxscam
[12] smartdissent
[7] koch
[5] kochnetwork
[2] moscowmitch
[2] cleanwater
[2] foosilfool
[2] exxonknew
[1] trumpcrimefamilyforprison

Top Hashtags in Tweet in G7:
[22] cdu
[15] zib2
[8] homoeopathie
[7] merkel
[2] koch
[2] merz
[1] herrschaftdesunrechts
[1] mmw
[1] röttgen
[1] linnemann

Top Hashtags in Tweet in G8:
[11] trump
[9] impeachtrumpnow
[9] heist
[7] miseryindex
[7] snl
[7] noonelistens
[7] truth
[7] solved
[7] koch
[7] oneday

Top Hashtags in Tweet in G9:
[2] prasa
[1] 702breakfast
[1] rwc2019
[1] rwcfinal
[1] webbelliscup

Top Words
Top Words in Tweet in Entire Graph:
[2323] Words in Sentiment List#1: Positive
[2901] Words in Sentiment List#2: Negative
[70] Words in Sentiment List#3: Angry/Violent
[108948] Non-categorized Words
[114173] Total Words
[3098] koch
[1358] s
[591] up
[579] michellemalkin
[545] illegal

Top Words in Tweet in G1:
[572] michellemalkin
[551] koch
[482] up
[462] illegal
[462] alien
[459] #openbordersinc
[448] s
[434] over
[425] students
[424] put

Top Words in Tweet in G2:
[391] koch
[35] brothers
[28] s
[25] kocham
[25] cie
[18] more
[17] 2
[17] 2019
[17] trump
[15] e

Top Words in Tweet in G3:
[254] cruellaisdevine
[163] koch
[82] democrats
[81] voted
[80] governor
[79] campaign
[78] hogan
[78] himself
[77] cautionary
[77] tale

Top Words in Tweet in G4:
[236] koch
[116] brothers
[109] tentoads4truth
[80] pompeo
[76] money
[76] mike
[75] founded
[74] ericgarland
[74] jbadomics
[74] oh

Top Words in Tweet in G5:
[484] s
[252] astro_christina
[248] space_station
[245] astro_jessica
[240] captured
[240] northropgrumman
[240] #cygnus
[240] named
[240] alan
[240] bean

Top Words in Tweet in G6:
[112] koch
[75] secpompeo
[64] smartdissent
[61] #kochbrothers
[57] gop
[42] billionaires
[41] big
[40] won
[40] control
[38] #taxscam

Top Words in Tweet in G7:
[76] merkel
[59] nach
[55] angela
[47] einer
[46] sitzt
[46] unerreichbar
[46] widerständler
[46] ihrem
[46] kanzleramt
[46] mischung

Top Words in Tweet in G8:
[60] koch
[42] realdonaldtrump
[20] speakerpelosi
[18] repadamschiff
[16] trump
[11] #trump
[11] bros
[10] housedemocrats
[10] brothers
[9] #impeachtrumpnow

Top Words in Tweet in G9:
[16] cup
[15] rugby
[10] world
[9] sciencechiq_79
[9] springboks
[9] s
[8] thandi
[8] vincent
[7] try
[7] up

Top Words in Tweet in G10:
[26] koch
[16] berniesanders
[12] brothers
[8] s
[7] sensanders
[6] scottwalker
[6] t
[6] right
[5] disneyrental
[5] simonnarode

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[539] illegal,alien
[490] koch,s
[431] alien,students
[431] speak,up
[431] young,conservatives
[430] propagandists,put
[430] put,illegal
[429] michellemalkin,koch
[429] s,#openbordersinc
[429] students,over

Top Word Pairs in Tweet in G1:
[462] illegal,alien
[435] koch,s
[424] alien,students
[423] propagandists,put
[423] put,illegal
[422] michellemalkin,koch
[422] s,#openbordersinc
[422] students,over
[422] over,americans
[422] americans,speak

Top Word Pairs in Tweet in G2:
[34] koch,brothers
[25] kocham,cie
[24] cie,kocham
[12] art,exhibit
[12] supreme,court
[11] koch,groups
[11] groups,take
[11] exhibit,dc
[11] dc,ahead
[11] ahead,daca

Top Word Pairs in Tweet in G3:
[79] democrats,voted
[77] cautionary,tale
[77] tale,maryland
[77] maryland,democrats
[77] voted,governor
[77] governor,during
[77] during,campaign
[77] campaign,hogan
[77] hogan,distanced
[77] distanced,himself

Top Word Pairs in Tweet in G4:
[116] koch,brothers
[74] jbadomics,oh
[74] oh,mean
[74] mean,ulrich
[74] ulrich,brechbuhl
[74] brechbuhl,founded
[74] founded,thayer
[74] thayer,aerospace
[74] aerospace,mike
[74] mike,pompeo

Top Word Pairs in Tweet in G5:
[240] astro_jessica,astro_christina
[240] astro_christina,captured
[240] captured,northropgrumman
[240] northropgrumman,#cygnus
[240] #cygnus,named
[240] named,s
[240] s,s
[240] s,alan
[240] alan,bean
[239] space_station,astro_jessica

Top Word Pairs in Tweet in G6:
[38] #kochbrothers,billionaires
[38] billionaires,control
[38] control,gop
[38] gop,won
[38] won,big
[38] big,#taxscam
[38] #taxscam,days
[38] days,passed
[38] passed,spineless
[38] spineless,speakerryan

Top Word Pairs in Tweet in G7:
[55] angela,merkel
[46] merkel,sitzt
[46] sitzt,unerreichbar
[46] unerreichbar,widerständler
[46] widerständler,ihrem
[46] ihrem,kanzleramt
[46] kanzleramt,einer
[46] einer,mischung
[46] mischung,aus
[46] aus,schloss

Top Word Pairs in Tweet in G8:
[12] repadamschiff,speakerpelosi
[11] koch,bros
[10] koch,brothers
[7] speakerpelosi,repjerrynadler
[7] #miseryindex,#snl
[7] #noonelistens,#truth
[7] #solved,#koch
[7] #thanksgiving2019,#newyear2020
[7] #newyear2020,#trump
[7] #onewoman,#nevergiveup

Top Word Pairs in Tweet in G9:
[10] world,cup
[9] rugby,world
[6] champions,cup
[6] cup,june
[6] june,gallagher
[6] gallagher,premiership
[6] premiership,august
[6] august,rugby
[6] rugby,championship
[6] championship,november

Top Word Pairs in Tweet in G10:
[11] koch,brothers
[5] disneyrental,simonnarode
[5] simonnarode,sensanders
[5] open,borders
[5] borders,s
[5] s,koch
[5] brothers,proposal
[5] proposal,berniesanders
[4] breandad512,disneyrental
[4] stu,tutter

Top Replied-To
Top Replied-To in Entire Graph:
@koch_neb
@secpompeo
@rabipirzada
@anthony__koch
@realdonaldtrump
@sciencechiq_79
@mehmet_koch
@korota772845
@cruellaisdevine
@frankjuniorbr

Top Replied-To in G1:
@michellemalkin
@fwdus
@berniesanders
@formerusn
@waynedupreeshow

Top Replied-To in G3:
@cruellaisdevine
@todd_poirier
@thehill
@redtraccoon
@msnbc
@steve555m
@kurteichenwald
@brycetache
@proudresister
@aryakicksbutt

Top Replied-To in G4:
@tentoads4truth
@kylegriffin1
@dianesbaker1
@lovetogive2
@justinamash
@cntrycntr
@mike323a
@mattgaetz
@hoarsewisperer
@thehill

Top Replied-To in G6:
@secpompeo
@biotech_seel
@ganulvian
@thornthornhill
@xtrixcyclex
@forwardarc
@putinsgay
@stoxman1
@wonderinggnome
@canford11

Top Replied-To in G7:
@hugomuellervogg
@langbergf
@haifonix_
@doenerstaat
@paulziemiak
@cicero_online

Top Replied-To in G8:
@realdonaldtrump
@gopchairwoman
@marklevinshow
@david_j_koch
@crewcrew
@therealamrican
@senschumer
@tlrichardson723
@matthewjdowd
@bradmossesq

Top Replied-To in G9:
@sciencechiq_79
@bertie_koch
@esmaridu
@rugbyworldcup
@springboks
@huntingpatriot
@marixsocial
@latebookerholi1
@annem56748
@billz_25

Top Replied-To in G10:
@evanpoulas
@scottwalker
@rafaelshimunov
@davidsirota
@easyp82
@realnateewing
@rickmolina15
@lovesthebern
@sensanders
@zackwheeler907

Top Mentioned
Top Mentioned in Entire Graph:
@michellemalkin
@cruellaisdevine
@astro_christina
@space_station
@astro_jessica
@northropgrumman
@tentoads4truth
@maketheroadny
@fwdus
@ericgarland

Top Mentioned in G1:
@michellemalkin
@maketheroadny
@fwdus
@libreinitiative
@columbiabugle
@nedryun
@somebodysf
@numbersusa
@dwfreer
@chuckwoolery

Top Mentioned in G2:
@kristian_fpm
@holt_antiques
@20minutessport
@louis_ii
@ernestokochj
@nothankyou_16
@kutusucop
@derevisor
@monikocht
@jpmoraguez

Top Mentioned in G3:
@cruellaisdevine
@bellatrixx2020
@thehill
@msnbc
@berlidge
@marynoise
@proudresister
@todd_poirier
@representus
@public_citizen

Top Mentioned in G4:
@tentoads4truth
@ericgarland
@jbadomics
@cruellaisdevine
@lovetogive2
@loonyberg
@timinhonolulu
@j_amesp
@aa_tweeter
@koamac

Top Mentioned in G5:
@astro_christina
@space_station
@astro_jessica
@northropgrumman
@ncstate
@ncstateengr
@ncstatesciences
@csa_asc
@bustle
@ncssm

Top Mentioned in G6:
@smartdissent
@secpompeo
@gop
@speakerryan
@kochdocs
@epa
@mominsweats
@annaengelbrech5
@tentoads4truth
@cruellaisdevine

Top Mentioned in G7:
@drkissler
@m_alexar
@dazugeberin
@langbergf
@cicero_online
@maternus
@rosels19
@focuspanorama
@focusonline
@cdu

Top Mentioned in G8:
@realdonaldtrump
@speakerpelosi
@repadamschiff
@housedemocrats
@repjerrynadler
@donaldjtrumpjr
@mattbevin
@senschumer
@repmaxinewaters
@reprichardneal

Top Mentioned in G9:
@springboks
@btsportrugby
@saracens
@rugbyworldcup
@rogerfederer
@marixsocial
@frednelda
@afrikuns
@premrugby
@championscup

Top Mentioned in G10:
@berniesanders
@sensanders
@disneyrental
@simonnarode
@breandad512
@aoc
@yaf
@jess4liberty
@scottwalker
@pantsbaggy

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@geonews_urdu
@the_news_diva
@lennaleprena
@aprinc3ss88
@immoralreport
@jokottenweb
@cityreport
@joefreedomlove
@housecracka

Top Tweeters in G1:
@housecracka
@patriotmarie
@threadreaderapp
@rockynickydog
@ektrit
@jjmac55
@janiek13
@casey2513
@stefanversac
@ronjellison

Top Tweeters in G2:
@tomthunkitsmind
@the_news_diva
@jokottenweb
@cityreport
@freiewelteu
@ecointernetdrgb
@sddphoto
@denniskoch10
@dgendvil
@nofascistlies

Top Tweeters in G3:
@thehill
@pgrandee10
@barbaraward235
@geostompx
@innrdreams
@washingtonpost
@sonny_scroggins
@arriadna
@knight201701
@livegreenordie

Top Tweeters in G4:
@bannerite
@plantflowes
@b1e56df9ce6549f
@lovetogive2
@sueleugers
@marthalynneowe1
@business
@79topper
@ydanasmithdutra
@jjj5819

Top Tweeters in G5:
@eggry
@fredkiesche
@ericdemarylebon
@saragomezaranci
@carolmaewy
@iflck
@mtmarilyn2
@lalojimjuarez
@tzdiscovery
@sergiolopezmir

Top Tweeters in G6:
@debilu2
@patta47cake
@sherrikuczeryk
@betterw05759703
@foxnews
@drwavesportcd1
@time
@aprylsmithts
@amorgaia
@barricko_bama

Top Tweeters in G7:
@welt
@schoensteiner
@bernd471
@dessousandmore
@focusonline
@uwewolff966
@pcmpaulien
@deutschzuerst
@woli2017
@schafdas

Top Tweeters in G8:
@twitlertwit
@reuters
@dcexaminer
@kavn
@nolanews
@elianatrue
@kerner_gary
@jsinvr
@glambertoo1
@washtimes

Top Tweeters in G9:
@supersporttv
@abramjee
@premrugby
@thecouncilwolf
@billz_25
@alfred_cabonena
@net_tertia
@ukmoments
@newunitatevires
@simone1915

Top Tweeters in G10:
@lsthart
@alyssa_milano
@rufusthedog66
@marknoble
@kennethmulvena
@_michaelbrooks
@realtimblack
@galeshira
@mjshanklinrn
@geefloyd