onthemedia OR OTMBrooke OR bobosphere, Twitter, 3/25/2020 6:36:46 AM, 223650


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onthemedia OR OTMBrooke OR bobosphere_2020-03-24_18-16-32.xlsx
onthemedia OR OTMBrooke OR bobosphere_2020-03-24_18-16-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 25, 2020
Short Description:
onthemedia OR OTMBrooke OR bobosphere via NodeXL https://bit.ly/39eJoMr
@onthemedia
@bobosphere
@brunnin19872015
@nytimes
@jvacheyroux
@rglucks1
@kevinbossuet
@porthosmd
@pmbavenir53
@psalonard

Top hashtags:
#quarantinecoffeehouse
#bobosphère
#asiabibi
#gauchistes

Description:
Description
The graph represents a network of 4,450 Twitter users whose tweets in the requested range contained "onthemedia OR OTMBrooke OR bobosphere", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 25 March 2020 at 01:17 UTC.

The requested start date was Wednesday, 25 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 37-day, 22-hour, 2-minute period from Saturday, 15 February 2020 at 19:43 UTC to Tuesday, 24 March 2020 at 17:46 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 : 4450
Unique Edges : 7124
Edges With Duplicates : 3394
Total Edges : 10518
Number of Edge Types : 4
MentionsInRetweet : 3967
Replies to : 1887
Mentions : 4267
Tweet : 397
Self-Loops : 397
Reciprocated Vertex Pair Ratio : 0.0313861132462209
Reciprocated Edge Ratio : 0.0608620047199106
Connected Components : 200
Single-Vertex Connected Components : 120
Maximum Vertices in a Connected Component : 4077
Maximum Edges in a Connected Component : 10151
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.231885
Graph Density : 0.000406656211091496
Modularity : 0.560579
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 4,450 Twitter users whose tweets in the requested range contained "onthemedia OR OTMBrooke OR bobosphere", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 25 March 2020 at 01:17 UTC.

The requested start date was Wednesday, 25 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 37-day, 22-hour, 2-minute period from Saturday, 15 February 2020 at 19:43 UTC to Tuesday, 24 March 2020 at 17:46 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 : onthemedia OR OTMBrooke OR bobosphere
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:
[34] https://twitter.com/i/lists/1234267646687735808?s=20
[26] https://shindig.com/login/event/quarantinecoffeehouse1
[25] https://twitter.com/onthemedia/status/1233542427287392257
[21] https://www.wnycstudios.org/story/infectious-disease-hold-societies-really-are-on-the-media/
[20] https://www.wnycstudios.org/podcasts/otm/episodes/on-the-media-black-swans
[20] https://www.wnycstudios.org/story/new-theory-swing-voters/
[19] http://www.wnycstudios.org/story/on-the-media-black-swans
[18] https://www.wnycstudios.org/story/epidemic-voyeurs-no-more/
[16] https://www.wnycstudios.org/podcasts/otm/segments/epidemic-voyeurs-no-more
[14] https://www.wnycstudios.org/story/vanishing-national-archives/

Top URLs in Tweet in G1:
[20] https://www.wnycstudios.org/story/infectious-disease-hold-societies-really-are-on-the-media/
[16] https://www.wnycstudios.org/story/epidemic-voyeurs-no-more/
[14] http://www.wnycstudios.org/story/on-the-media-black-swans
[12] https://www.wnycstudios.org/story/vanishing-national-archives/
[12] https://www.wnycstudios.org/story/on-the-media-black-swans/
[11] https://www.sciencemag.org/news/2020/03/i-m-going-keep-pushing-anthony-fauci-tries-make-white-house-listen-facts-pandemic
[11] http://www.wnycstudios.org/story/unique-petri-dish
[10] https://www.wnycstudios.org/podcasts/otm/segments/epidemic-voyeurs-no-more
[8] https://www.wnycstudios.org/story/corporations-were-always-people/
[8] http://www.wnycstudios.org/story/on-the-media-bracing-for-impact

Top URLs in Tweet in G2:
[22] https://shindig.com/login/event/quarantinecoffeehouse1
[5] https://twitter.com/Bobosphere/status/1242186852947410946
[4] https://twitter.com/bobosphere/status/1242256623025995776
[3] https://twitter.com/acyn/status/1239204553460838400
[3] https://www.wnycstudios.org/podcasts/otm/segments/super-pacalooza-and-legacy-citizens-united?utm_source=tw&utm_medium=spredfast&utm_content=sf117795398&utm_term=onthemedia&sf117795398=1
[2] https://twitter.com/bencoccio/status/1237429276678320133
[2] https://www.wnycstudios.org/podcasts/otm/episodes/msnbc-being-very-very-calm-about-bernie-sanders
[2] https://twitter.com/onthemedia/status/1234116204903763968
[2] https://twitter.com/Bobosphere/status/1231993748093128714
[1] https://twitter.com/Bobosphere/status/1242464906630139916

Top URLs in Tweet in G3:
[34] https://twitter.com/i/lists/1234267646687735808?s=20
[10] https://www.wnycstudios.org/podcasts/otm/episodes/on-the-media-black-swans
[10] https://twitter.com/onthemedia/status/1233542427287392257
[6] https://www.wnycstudios.org/podcasts/otm/segments/new-theory-swing-voters
[5] https://foreignpolicy.com/2020/01/25/wuhan-coronavirus-safety-china/
[5] https://www.wnycstudios.org/podcasts/otm/segments/epidemic-voyeurs-no-more
[4] https://twitter.com/onthemedia/status/1238451053869305857
[4] http://www.wnycstudios.org/story/on-the-media-black-swans
[3] https://www.wnycstudios.org/story/new-theory-swing-voters/
[3] https://twitter.com/onthemedia/status/1234116204903763968

Top URLs in Tweet in G4:
[1] https://twitter.com/PolitiFact/status/1235369436275707904
[1] https://twitter.com/philly_bernie/status/1231219477620150274
[1] https://twitter.com/noamchomskyT/status/1228774522381312000
[1] https://twitter.com/GunnelsWarren/status/1229264942714564608
[1] https://twitter.com/theintercept/status/1236260535013986304
[1] https://twitter.com/disruptionary/status/1239402715584831490
[1] https://twitter.com/Bobosphere/status/1242289558097735680
[1] https://podcasts.apple.com/us/podcast/on-the-media/id73330715?i=1000468372551
[1] https://twitter.com/Icono_Clast/status/1233177510491279361?s=20
[1] https://twitter.com/Greg_Palast/status/1240268832540897283

Top URLs in Tweet in G5:
[3] https://www.lefigaro.fr/international/yemen-19-enfants-parmi-les-civils-tues-dans-une-recente-attaque-20200220
[1] https://twitter.com/RTLFrance/status/1231962704740593664
[1] https://twitter.com/cnrifrance/status/1235564840392876032

Top URLs in Tweet in G6:
[2] https://twitter.com/onthemedia/status/1234502148131520512
[2] https://www.wnycstudios.org/podcasts/otm/segments/why-preppers-werent-really-prepared-pandemic
[2] https://www.wnycstudios.org/podcasts/otm/episodes/on-the-media-black-swans
[2] https://twitter.com/brosandprose/status/1230534674579107840?s=20
[1] https://www.wnycstudios.org/podcasts/otm/segments/why-preppers-werent-really-prepared-pandemic?tab=summary
[1] https://www.wnycstudios.org/podcasts/otm/segments/goodbye-sweet-norms
[1] https://twitter.com/onthemedia/status/1234921304865878018
[1] https://www.wnycstudios.org/podcasts/otm/segments/battle-keep-8chan-offline
[1] https://www.nytimes.com/2019/09/24/opinion/public-broadcasting-facebook.html
[1] https://www.wnycstudios.org/podcasts/otm

Top URLs in Tweet in G7:
[6] https://twitter.com/Stephane_Ravier/status/1234552165315883008?s=19
[2] https://twitter.com/JeanMessiha/status/1230082647151595520?s=19
[1] https://twitter.com/Robert83498200/status/1234809842671464449?s=19
[1] https://twitter.com/IgorKourech/status/1237304811944644611?s=19
[1] https://twitter.com/CNEWS/status/919932413052112898

Top URLs in Tweet in G8:
[11] https://twitter.com/onthemedia/status/1233542427287392257
[5] https://twitter.com/bobosphere/status/1241495276298424321
[4] https://twitter.com/onthemedia/status/1230203520692969472
[4] https://twitter.com/onthemedia/status/1230998292214972417
[4] https://twitter.com/onthemedia/status/1235726367867785217
[4] https://twitter.com/onthemedia/status/1240372175170920448
[3] https://twitter.com/onthemedia/status/1236111252914671621
[3] https://twitter.com/Bobosphere/status/1242224625741856768
[2] https://twitter.com/onthemedia/status/1229084271303786496
[2] https://twitter.com/onthemedia/status/1229445357945466882

Top URLs in Tweet in G9:
[4] https://twitter.com/onthemedia/status/1230998292214972417
[3] https://www.wnycstudios.org/podcasts/otm/segments/on-the-media-from-ally-to-obstructionist
[2] https://twitter.com/onthemedia/status/1236111252914671621
[2] https://kjzz.org
[2] https://www.wnycstudios.org/podcasts/otm
[1] https://digitalresource.center/resource/npr-s-breaking-news-consumers-handbooks-0
[1] https://www.wnycstudios.org/podcasts/otm/segments/vanishing-national-archives
[1] https://www.wnycstudios.org/podcasts/otm/episodes/on-the-media-civilization-interrupted
[1] https://monitoring.bbc.co.uk/product/c201hte3
[1] https://twitter.com/onthemedia/status/1231262424734609411

Top URLs in Tweet in G10:
[1] https://www.welt.de/wirtschaft/article206555143/Corona-USA-will-Zugriff-auf-deutsche-Impfstoff-Firma.html
[1] https://twitter.com/textkritik/status/1239152860069269504
[1] https://www.wnycstudios.org/podcasts/otm/segments/epidemic-voyeurs-no-more
[1] https://www.stitcher.com/s/?eid=67681774
[1] https://www.youtube.com/watch?v=mDCoJxYv-I0&feature=youtu.be

[1] https://twitter.com/onthemedia/status/1240280224954306560
[1] https://twitter.com/AJEnglish/status/1241014824521347077
[1] https://www.washingtonpost.com/business/2020/02/14/chatham-mcclatchy/
[1] https://twitter.com/vanbadham/status/1230315488346951680
[1] https://twitter.com/MunsingLaw/status/1231746508732686336

Top Domains
Top Domains in Tweet in Entire Graph:
[558] twitter.com
[454] wnycstudios.org
[26] shindig.com
[25] stitcher.com
[24] podplayer.net
[20] nytimes.com
[16] youtube.com
[13] sciencemag.org
[12] washingtonpost.com
[11] foreignpolicy.com

Top Domains in Tweet in G1:
[320] wnycstudios.org
[87] twitter.com
[24] stitcher.com
[13] nytimes.com
[11] sciencemag.org
[8] buzzfeednews.com
[7] mailchi.mp
[6] washingtonpost.com
[4] foreignpolicy.com
[4] threadreaderapp.com

Top Domains in Tweet in G2:
[64] twitter.com
[22] shindig.com
[14] wnycstudios.org
[2] youtube.com
[2] nydailynews.com
[1] bit.ly
[1] counterpointpress.com
[1] washingtonpost.com
[1] cnn.com
[1] slate.com

Top Domains in Tweet in G3:
[138] twitter.com
[59] wnycstudios.org
[7] foreignpolicy.com
[5] pca.st
[5] theatlantic.com
[4] wnyc.org
[2] youtube.com
[2] reuters.com
[2] google.com
[2] npr.org

Top Domains in Tweet in G4:
[27] twitter.com
[16] wnycstudios.org
[2] nhpr.org
[1] apple.com
[1] currentaffairs.org
[1] apple.news
[1] saraacarter.com
[1] huffpost.com
[1] yahoo.com

Top Domains in Tweet in G5:
[3] lefigaro.fr
[2] twitter.com

Top Domains in Tweet in G6:
[22] twitter.com
[9] wnycstudios.org
[4] cjr.org
[3] nytimes.com
[2] pca.st
[2] washingtonpost.com
[1] pressthink.org
[1] wordpress.com
[1] vulture.com
[1] amazon.com

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

Top Domains in Tweet in G8:
[113] twitter.com
[2] apple.com
[1] motherjones.com
[1] insideclimatenews.org
[1] wnyc.org
[1] npr.org
[1] orange.fr
[1] podplayer.net
[1] washingtonpost.com

Top Domains in Tweet in G9:
[14] wnycstudios.org
[12] twitter.com
[2] kjzz.org
[1] digitalresource.center
[1] co.uk
[1] thecut.com
[1] nytimes.com
[1] overcast.fm
[1] aclu.org
[1] bloomberg.com

Top Domains in Tweet in G10:
[8] twitter.com
[1] welt.de
[1] wnycstudios.org
[1] stitcher.com
[1] youtube.com
[1] washingtonpost.com
[1] propublica.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[274] quarantinecoffeehouse
[211] bobosphère
[197] asiabibi
[196] gauchistes
[188] féministes
[128] covid19
[100] coronavirus
[46] onthemedia
[37] covid2019
[20] coronavirusoutbreak



Top Hashtags in Tweet in G1:
[49] coronavirus
[43] covid19
[8] covidー19
[7] onthemedia
[6] coolmules
[6] cdc
[5] coronavirusupdate
[4] futureofnews
[4] journalism
[4] nih

Top Hashtags in Tweet in G2:
[274] quarantinecoffeehouse
[6] economics
[6] coronavirus
[5] pandemic
[3] facebook
[2] americanmanifesto
[2] quarantine
[2] spn
[2] npr
[1] dormageddon

Top Hashtags in Tweet in G3:
[67] covid19
[32] coronavirus
[18] coronavirusoutbreak
[13] whereswarren
[7] warrenmediablackout
[6] covid_19
[5] podcast
[4] onthemedia
[3] covid2019
[3] podin

Top Hashtags in Tweet in G4:
[6] philadelphia
[5] philly
[4] junknews
[4] trumpbudget
[4] starsandstripes
[4] trumpbudgetcuts
[4] trump
[2] racistbloomberg
[2] notmeus
[2] bernie2020

Top Hashtags in Tweet in G5:
[194] bobosphère
[191] asiabibi
[190] gauchistes
[182] féministes
[11] marais
[8] fã©ministes
[8] bobosphã¨re
[1] ériczemmour
[1] municipalesparis2020

Top Hashtags in Tweet in G6:
[3] metoo
[2] digitaladvertising
[2] bloomberg
[1] gaming
[1] coronavirus
[1] socialdistance
[1] onthemedia
[1] sayhername
[1] amandadabrowski
[1] journalism

Top Hashtags in Tweet in G7:
[5] moscou
[2] honte
[2] bobosphère
[1] facho
[1] bobosphere
[1] féministes
[1] gauchistes
[1] asiabibi
[1] piotr
[1] poutine

Top Hashtags in Tweet in G8:
[7] onthemedia
[4] npr
[2] piotrpavlenski
[2] bansky
[1] griveaux
[1] climatechange
[1] guncontrol
[1] sustainability
[1] wnycarchives
[1] blackhistorymonth

Top Hashtags in Tweet in G9:
[2] trump
[2] mostimportantradioprograms
[2] icymi
[2] fiveamghetto
[2] anytime
[1] ministryoftruth
[1] orwellian
[1] genderequality
[1] covidpanic
[1] ab5stories

Top Hashtags in Tweet in G10:
[1] covid19
[1] virus
[1] psychologicaltorture

Top Words
Top Words in Tweet in Entire Graph:
[2841] Words in Sentiment List#1: Positive
[2409] Words in Sentiment List#2: Negative
[40] Words in Sentiment List#3: Angry/Violent
[99011] Non-categorized Words
[104261] Total Words
[2229] onthemedia
[860] bobosphere
[533] mishacollins
[384] où
[344] morning

Top Words in Tweet in G1:
[1149] onthemedia
[216] deep
[202] pandemic
[196] listened
[191] doctorow
[181] coverage
[180] interesting
[178] heard
[167] reporting
[166] far

Top Words in Tweet in G2:
[716] bobosphere
[533] mishacollins
[302] morning
[283] friend
[274] #quarantinecoffeehouse
[179] ll
[176] doing
[166] 8am
[162] dropping
[162] bobosphere's

Top Words in Tweet in G3:
[459] onthemedia
[226] laurie_garrett
[155] otmbrooke
[98] wnyc
[90] dribram
[79] listen
[67] one
[67] #covid19
[62] interview
[61] voters

Top Words in Tweet in G4:
[103] onthemedia
[42] msnbc
[28] nprpolitics
[28] cnnpolitics
[28] reuters
[26] fox40
[26] covering
[25] rexnixon
[25] simple
[25] complicit

Top Words in Tweet in G5:
[364] où
[194] #bobosphère
[190] sont
[190] #gauchistes
[190] sort
[190] d'#asiabibi
[189] kevinbossuet
[182] #féministes
[182] s'émouvoir
[182] défendre

Top Words in Tweet in G6:
[122] onthemedia
[56] micahloewinger
[43] pandemic
[42] world
[42] prepper
[42] see
[42] whether
[41] latest
[41] immersed
[41] myself

Top Words in Tweet in G7:
[64] bobosphère
[54] islamogauchiste
[25] re
[23] bobosphã
[20] brunnin19872015
[20] ce
[16] bobosphere
[15] fait
[14] ds
[14] ils

Top Words in Tweet in G8:
[12] good
[12] re
[9] listen
[8] plus
[8] trump
[8] bobosphère
[7] #onthemedia
[7] people
[7] very
[6] need

Top Words in Tweet in G9:
[57] onthemedia
[19] taylorlorenz
[13] women
[13] rachelbitecofer
[11] right
[10] intlwomen
[9] trump
[8] listen
[7] news
[7] rebeccaonion

Top Words in Tweet in G10:
[22] onthemedia
[5] laurie_garrett
[5] local
[4] trump
[4] take
[4] health
[4] otmbrooke
[4] many
[3] friends
[3] profgalloway

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[238] mishacollins,bobosphere
[196] sort,d'#asiabibi
[188] où,sont
[188] sont,#féministes
[188] #féministes,#gauchistes
[188] #gauchistes,s'émouvoir
[188] s'émouvoir,sort
[188] d'#asiabibi,où
[188] où,#bobosphère
[188] #bobosphère,défendre

Top Word Pairs in Tweet in G1:
[161] listened,interesting
[161] interesting,coverage
[160] doctorow,listened
[160] coverage,pandemic
[160] pandemic,heard
[160] heard,far
[160] far,onthemedia's
[157] onthemedia's,deep
[157] deep,reporting
[156] reporting,prepp

Top Word Pairs in Tweet in G2:
[238] mishacollins,bobosphere
[163] doing,morning
[161] morning,ll
[161] ll,dropping
[161] dropping,friend
[161] friend,bobosphere's
[161] bobosphere's,#quarantinecoffeehouse
[161] #quarantinecoffeehouse,8am
[161] 8am,pt
[161] pt,11am

Top Word Pairs in Tweet in G3:
[43] onthemedia,laurie_garrett
[39] davidfolkenflik,otmbrooke
[38] revkin,luckytran
[38] laurahelmuth,davidfolkenflik
[36] laurie_garrett,onthemedia
[35] twitter,list
[34] based,laurie_garrett
[34] laurie_garrett,made
[34] made,twitter
[34] list,trusted

Top Word Pairs in Tweet in G4:
[27] onthemedia,nprpolitics
[26] nprpolitics,cnnpolitics
[26] cnnpolitics,msnbc
[26] msnbc,fox40
[26] fox40,reuters
[25] simple,onthemedia
[25] reuters,covering
[25] covering,complicit
[24] rexnixon,simple
[10] complicit,htt

Top Word Pairs in Tweet in G5:
[190] sort,d'#asiabibi
[182] où,sont
[182] sont,#féministes
[182] #féministes,#gauchistes
[182] #gauchistes,s'émouvoir
[182] s'émouvoir,sort
[182] d'#asiabibi,où
[182] où,#bobosphère
[182] #bobosphère,défendre
[181] kevinbossuet,où

Top Word Pairs in Tweet in G6:
[41] latest,onthemedia
[41] onthemedia,immersed
[41] immersed,myself
[41] myself,world
[41] world,prepper
[41] prepper,influencers
[41] influencers,see
[41] see,whether
[41] whether,pandemic
[41] pandemic,met

Top Word Pairs in Tweet in G7:
[34] bobosphère,islamogauchiste
[23] bobosphã,re
[16] re,islamogauchiste
[7] bobosphere,parisienne
[6] j_bardella,ben
[6] ben,reste
[6] reste,peu
[6] peu,place
[6] place,aprã
[6] aprã,bobosphã

Top Word Pairs in Tweet in G8:
[6] bobosphã,re
[2] pense,#piotrpavlenski
[2] #piotrpavlenski,loin
[2] loin,l'artiste
[2] l'artiste,plus
[2] plus,intéressant
[2] intéressant,sa
[2] sa,génération
[2] génération,dangereux
[2] dangereux,met

Top Word Pairs in Tweet in G9:
[7] rebeccaonion,onthemedia
[6] prepper,fiction
[5] onthemedia,episode
[5] listen,slate's
[5] slate's,rebeccaonion
[5] onthemedia,talking
[5] talking,prepper
[5] fiction,teach
[5] cable,news
[5] trump,admin

Top Word Pairs in Tweet in G10:
[3] local,health
[2] trump,friends
[2] friends,make
[2] make,acquiring
[2] acquiring,exclusive
[2] exclusive,rights
[2] rights,german
[2] german,vaccine
[2] vaccine,made
[2] made,curevac

Top Replied-To
Top Replied-To in Entire Graph:
@onthemedia
@bobosphere
@mishacollins
@otmbrooke
@laurie_garrett
@bencoccio
@rysarmstr
@doctorow
@micahloewinger
@joaniegentian

Top Replied-To in G1:
@onthemedia
@doctorow
@stilgherrian
@klonick
@bobosphere
@susan_hennessey
@maireadenright
@christopherjm
@gustavgatu
@malonebarry

Top Replied-To in G2:
@bobosphere
@mishacollins
@onthemedia
@bencoccio
@duncanr2
@rickbruner
@mishasdiary
@fisherstudio
@don_milton
@granuailleling

Top Replied-To in G3:
@onthemedia
@otmbrooke
@laurie_garrett
@bobosphere
@joaniegentian
@seasidesunsongs
@nicolenajafi
@wnyc
@revkin
@alanallama

Top Replied-To in G4:
@onthemedia
@jonross_music
@clehts
@nhpr
@bobosphere
@abc
@ac360
@krystalball
@thisweekabc
@lispower1

Top Replied-To in G5:
@gregcoh75420032
@aurore_mancini

Top Replied-To in G6:
@onthemedia
@micahloewinger
@airbagmoments
@bobosphere
@jondones
@saharloo
@levyknows
@jessreports
@lukaswww_
@adreanainlb

Top Replied-To in G7:
@liberte1311
@abaddon11478162
@jeanmessiha
@valeurs
@cerdagnefrance
@rglucks1
@f_desouche
@robert83498200
@posecafes
@souchienne

Top Replied-To in G9:
@onthemedia
@taylorlorenz
@amadril
@otmbrooke
@katie_rayford
@davidriecks
@anniespretty
@grynbaum
@rachelbitecofer
@bobosphere

Top Replied-To in G10:
@onthemedia
@bobosphere
@thomaschattwill
@doctorow
@parrywinkle17
@laurie_garrett
@otmbrooke
@sciencemagazine
@latimes
@madelesque

Top Mentioned
Top Mentioned in Entire Graph:
@onthemedia
@bobosphere
@mishacollins
@laurie_garrett
@otmbrooke
@kevinbossuet
@doctorow
@wnyc
@dribram
@micahloewinger

Top Mentioned in G1:
@onthemedia
@doctorow
@nookscrannie
@saranics
@sciencecohen
@stitcher
@bobosphere
@jason_a_w
@sbstryker
@laurie_garrett

Top Mentioned in G2:
@bobosphere
@mishacollins
@onthemedia
@otmbrooke
@zacharykarabell
@clevertitletk
@yalepress
@wnyc
@fangasmspn
@aksarahb

Top Mentioned in G3:
@onthemedia
@laurie_garrett
@otmbrooke
@dribram
@wnyc
@davidfolkenflik
@luckytran
@laurahelmuth
@revkin
@baratunde

Top Mentioned in G4:
@onthemedia
@msnbc
@nprpolitics
@cnnpolitics
@reuters
@fox40
@rexnixon
@nprweekend
@npratc
@waitwait

Top Mentioned in G5:
@kevinbossuet
@loulou53793949
@gregcoh75420032
@dgefr2604
@aurore_mancini

Top Mentioned in G6:
@onthemedia
@micahloewinger
@mikebloomberg
@nytimes
@otmbrooke
@bobosphere
@benjaminpdixon
@jayrosen_nyu
@jeffjarvis
@benyt

Top Mentioned in G7:
@brunnin19872015
@j_bardella
@klausfunk3
@mlp_officiel
@mariett64686240
@pmbavenir53
@lepatriotern75
@fusco101
@clairenoailles
@patdefos1958

Top Mentioned in G9:
@onthemedia
@taylorlorenz
@rachelbitecofer
@slate
@intlwomen
@rebeccaonion
@bobosphere
@un
@francoisegirard
@jessicaglenza

Top Mentioned in G10:
@onthemedia
@profgalloway
@laurie_garrett
@readingeagle
@otmbrooke
@lancasteronline
@mercuryx
@karaswisher
@ddale8
@nytimes

Top Tweeters
Top Tweeters in Entire Graph:
@crewislife
@heelleclech
@maria_andy2
@threadreaderapp
@debdarkpetal
@bannerite
@serendipitysays
@john1966olsen
@live_coverage
@davealvord164

Top Tweeters in G1:
@crewislife
@threadreaderapp
@realblack212
@jhamby
@billnigh
@carlyinnj
@kimvie
@tadrow
@cblazblaz
@eigensinn83

Top Tweeters in G2:
@debdarkpetal
@givemepie360
@cwharlow
@btm829
@heddja
@notacquiescing
@stylinsccp
@violue
@spncrossroad
@prcowboys

Top Tweeters in G3:
@bannerite
@serendipitysays
@john1966olsen
@live_coverage
@lacunalingua
@yayayarndiva
@ken_crichlow
@ronaldclarke
@leighlike1234
@bostonglobe

Top Tweeters in G4:
@grandpooba5440
@huffpost
@reuters
@geegeebythesea
@shaktilila
@foxnews
@abc13houston
@mercnews
@bbcworld
@wsj

Top Tweeters in G5:
@lacpure
@mariabadin18
@lagrosta
@mounmir
@mfennormandie
@marinaretour
@buscatier84
@mi1789
@vitot27
@augustacrochet

Top Tweeters in G6:
@guardian
@fieryreddragon
@markburgerenerg
@nytimes
@washingtonpost
@politico
@abc7ny
@zombiesarebad
@freep
@joke2power

Top Tweeters in G7:
@bfmtv
@lemondefr
@tsipora777
@lepatriotern75
@scquickk
@franceinfo
@cnews
@akoualong
@lexi82600
@animauxamie

Top Tweeters in G8:
@abukedem
@pastryplate
@pathryn34
@boba1959
@heather_hear
@pinkdogwood770
@francealmeria
@biblioteq_tress
@ipreferpi314
@jozpina

Top Tweeters in G9:
@nembotavy_0101
@slate
@kindlee55
@wstrohmacher
@robiecur
@mashobane61
@too2much
@sunnyslopegirl1
@un
@doninlowell

Top Tweeters in G10:
@latimes
@motherjones
@mcall
@cmclymer
@munsinglaw
@karaswisher
@patriotnews
@mattnavarra
@ddale8
@readingeagle