#timesup, Twitter, 3/29/2021 3:39:50 PM, 251509


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#timesup_2021-03-28_19-00-43.xlsx
#timesup_2021-03-28_19-00-43.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 29, 2021
Short Description:
#timesup via NodeXL https://bit.ly/3fseG9s
@hunterjcullen
@timesupnow
@maddow
@essential_workr
@firstthemnews
@cynthiamorahan3
@whitehouse
@truthsayerodet1
@letshearthetru
@do_kinder

Top hashtags:
#timesup
#metoo
#breaking
#s1
#hr1
#firstthem
#auspol

Description:
Description
The graph represents a network of 7,328 Twitter users whose tweets in the requested range contained "#timesup", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 29 March 2021 at 02:08 UTC.

The requested start date was Saturday, 27 March 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 21-day, 6-hour, 2-minute period from Friday, 05 March 2021 at 17:56 UTC to Friday, 26 March 2021 at 23:59 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 : 7328
Unique Edges : 5203
Edges With Duplicates : 12702
Total Edges : 17905
Number of Edge Types : 5
Replies to : 874
MentionsInRetweet : 7869
Retweet : 4955
Mentions : 2685
Tweet : 1522
Self-Loops : 1712
Reciprocated Vertex Pair Ratio : 0.00991080277502478
Reciprocated Edge Ratio : 0.0196270853778214
Connected Components : 1017
Single-Vertex Connected Components : 506
Maximum Vertices in a Connected Component : 4083
Maximum Edges in a Connected Component : 12320
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 6.049256
Graph Density : 0.000170806754702205
Modularity : 0.506614
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 7,328 Twitter users whose tweets in the requested range contained "#timesup", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 29 March 2021 at 02:08 UTC.

The requested start date was Saturday, 27 March 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 21-day, 6-hour, 2-minute period from Friday, 05 March 2021 at 17:56 UTC to Friday, 26 March 2021 at 23:59 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 : #timesup
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:
[43] https://thepostmillennial.com/childrens-court-judge-past-president-drag-queen-story-hour-foundation-arrested
[30] https://www.ktvu.com/news/man-charged-with-hate-crime-in-alleged-sexual-assault-at-san-jose-caltrain-station.amp
[29] https://www.change.org/p/governments-worldwide-stop-violence-against-women-legalise-pepper-spray-teach-girls-self-defence-publish-abusers-lists/exp/cl_/cl_sharecopy_27838931_en-GB/8/78978218?utm_content=cl_sharecopy_27838931_en-GB%3A8&recruiter=78978218&utm_source=share_petition&utm_medium=copylink&utm_campaign=share_petition&utm_term=psf_combo_share_initial
[22] https://www.walesonline.co.uk/news/wales-news/neath-port-talbot-council-leader-19981124
[13] https://www.foxla.com/news/park-rangers-looking-for-additional-victims-of-man-arrested-for-yosemite-assault
[13] https://www.instagram.com/accounts/login/
[13] https://thehill.com/homenews/state-watch/543209-californians-split-over-newsom-recall-poll
[10] https://www.youtube.com/watch?v=xC6QDcNltxQ&feature=youtu.be

[9] https://www.google.com/url?q=https://www.kron4.com/news/national/armie-hammer-accused-of-rape-alleged-sexual-assault/
[9] https://goo.gl/XGD85E

Top URLs in Tweet in G1:
[5] https://twitter.com/funder/status/1372608743440056323
[1] https://twitter.com/i/web/status/1373087524990631937
[1] https://twitter.com/MarkDenison_NY/status/1372180125157064704
[1] https://twitter.com/brittanys/status/1374422283691859974
[1] https://twitter.com/kylegriffin1/status/1361359619260641283
[1] https://twitter.com/i/web/status/1372603481303834627
[1] https://www.youtube.com/watch?v=v4enYB8IwwE

[1] https://twitter.com/i/web/status/1373167876971057152

Top URLs in Tweet in G2:
[9] https://goo.gl/XGD85E
[7] https://www.karlyletomms.com/single-post/2018/01/07/MeToo
[6] https://www.instagram.com/accounts/login/
[3] https://www.karlyletomms.com/
[3] http://williamhazelgrove.com/madam-president-recommended-in-the-new-york-times/
[2] https://rumble.com/ve9h8r-sexual-assault-in-canadian-quarantine-camps.-stop-the-camps..html#MeToo
[2] https://www.smh.com.au/culture/movies/is-it-timesup-for-looney-tunes-pepe-le-pew-20210308-p578u4.html
[2] https://etcanada.com/news/755786/times-up-recommends-changes-for-hfpa-to-address-diversity-and-ethics-challenges/
[2] https://twitter.com/muffetmcgraw/status/1373321930485473287
[2] https://www.youtube.com/watch?v=Tkx2SiSMaWI&feature=youtu.be


Top URLs in Tweet in G3:
[3] https://twitter.com/BrexitBrit/status/1255771184962076673
[2] https://twitter.com/kwilliam111/status/1229763449099608065
[2] https://twitter.com/PeteJacksonGMP/status/1357403895014821888
[2] https://twitter.com/PeteJacksonGMP/status/1344989055663153157
[2] https://twitter.com/TruthsayerOdet1/status/1272836696506318851
[2] https://twitter.com/TruthsayerOdet1/status/1272189993939800067/photo1
[2] https://twitter.com/TruthsayerOdet1/status/1272189993939800067/
[1] https://twitter.com/i/web/status/1370394356256018438
[1] https://twitter.com/i/web/status/1371486975438503938
[1] https://twitter.com/i/web/status/1372927453140824071

Top URLs in Tweet in G4:
[43] https://thepostmillennial.com/childrens-court-judge-past-president-drag-queen-story-hour-foundation-arrested
[30] https://www.ktvu.com/news/man-charged-with-hate-crime-in-alleged-sexual-assault-at-san-jose-caltrain-station.amp
[13] https://www.foxla.com/news/park-rangers-looking-for-additional-victims-of-man-arrested-for-yosemite-assault
[9] https://www.google.com/url?q=https://www.kron4.com/news/national/armie-hammer-accused-of-rape-alleged-sexual-assault/
[8] https://www.wbrc.com/2021/03/18/former-shelby-co-deputy-arrested-child-porn-charges/
[8] http://www.actionnewsjax.com/
[7] https://www.standard.net/opinion/our-view/our-view-ignoring-utah-s-growing-rape-statistics-will-not/article_93b05b2d-86b9-5db4-ba74-305d00cc17bf.html
[7] https://www.altoonamirror.com/news/local-news/2021/03/victim-family-blast-child-sex-abuser-at-sentencing/
[7] https://www.everythinglubbock.com/news/local-news/already-on-the-sex-offender-list-man-arrested-for-sexual-assault-of-underage-girl-in-lubbock/
[7] https://krcrtv.com/news/local/chico-teacher-sentenced-five-years-in-prison-for-sexual-assault-of-a-former-student

Top URLs in Tweet in G5:
[4] https://timesupfoundation.org/work/equity/times-up-releases-list-of-recommendations-to-transform-golden-globes/
[2] https://twitter.com/markdenison_ny/status/1372180125157064704
[2] https://twitter.com/MarkDenison_NY/status/1372180125157064704
[1] https://twitter.com/i/web/status/947847271542132736
[1] https://the1a.org/segments/the-right-to-feel-safe-at-home-and-at-work-for-women/?utm_source=The+19th&utm_campaign=ba35308124-19th-newsletters-daily&utm_medium=email&utm_term=0_a35c3279be-ba35308124-360385068
[1] https://19thnews.org/2021/03/february-jobs-report-unemployment-rate-black-women/
[1] https://www.theatlantic.com/culture/archive/2021/03/minari-and-the-invisible-stars-of-asian-led-movies/618169/?utm_source=The+19th&utm_campaign=835fa4db60-19th-newsletters-daily&utm_medium=email&utm_term=0_a35c3279be-835fa4db60-360385068
[1] https://twitter.com/i/web/status/1369395203392626691
[1] https://twitter.com/i/web/status/1369399135682633732
[1] https://twitter.com/i/web/status/1371864311346380806

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1375380929045139461
[1] https://twitter.com/i/events/1374198465874468870
[1] https://twitter.com/i/web/status/1368099737140797440
[1] https://twitter.com/i/web/status/1368416286946983944
[1] https://twitter.com/i/web/status/1375379799758106624
[1] https://twitter.com/i/web/status/1374523893155647495
[1] https://twitter.com/i/web/status/1367999289599750150
[1] https://twitter.com/i/web/status/1371342796284567555
[1] https://twitter.com/i/web/status/1373506344741916673
[1] https://twitter.com/i/web/status/1368006580214534147

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1368936082079948802

Top URLs in Tweet in G8:
[3] https://www.myriamshopehemp.com/cbg-oil-as-a-potential-treatment-for-glioblastoma/
[2] https://www.thelundreport.org/content/survivor-dr-jason-campbell-ohsu-suit-reacts
[2] https://twitter.com/TheRickyDavila/status/1310685473216425984
[2] https://www.youtube.com/watch?v=04RhsO_fyZQ&feature=youtu.be

[2] https://news.vice.com/en_us/article/a3qz3j/trump-was-like-a-predator-toward-teens-at-parties-in-80s-and-90s-says-bbc-report?utm_campaign=sharebutton
[2] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F302164190658717%2Fposts%2F443904139818054%3Fd%3Dn%26sfns%3Dmo
[1] https://twitter.com/i/web/status/1368083574155403270
[1] https://www.thelundreport.org/content/ohsu-faculty-share-concerns-about-discrimination-harassment-distrust-administration-feel
[1] https://twitter.com/i/web/status/1369842203778977794
[1] https://twitter.com/i/web/status/1369849314701242369

Top URLs in Tweet in G9:
[3] https://twitter.com/ex_nicotine/status/1370734704375267334
[3] https://www.vice.com/en/article/4ad9kn/inside-the-metoo-scandal-thats-tearing-apart-times-up
[2] https://www.hollywoodreporter.com/news/times-up-healthcare-controversy
[2] https://www.dailymail.co.uk/news/article-8526299/Amber-Heard-stole-rape-survival-story-says-fired-assistant.html
[1] https://twitter.com/i/web/status/1373511758342676481
[1] https://twitter.com/TheNamesQ/status/1366942343975215105
[1] https://www.youtube.com/watch?v=qWXO4wSpLGs&feature=youtu.be

[1] https://twitter.com/i/web/status/1368503167256850439
[1] https://twitter.com/i/web/status/1369198702099914752
[1] https://twitter.com/danblock4/status/1369949721461067781

Top URLs in Tweet in G10:
[2] https://militaryjusticeforall.com/2019/07/01/gillibrand-the-military-justice-improvement-act-would-give-service-members-a-justice-system-that-works-july-1-2019/
[1] https://twitter.com/i/web/status/1375152134241550336
[1] https://twitter.com/i/web/status/1374819808680759297
[1] https://twitter.com/i/web/status/1371401532583870466
[1] https://twitter.com/i/web/status/1374819553503502345
[1] https://twitter.com/i/web/status/1375087024273768450
[1] https://twitter.com/i/web/status/1374676117202870275
[1] https://twitter.com/i/web/status/1375086550959132675
[1] https://twitter.com/i/web/status/1372257820117192711
[1] https://www.change.org/p/get-in-the-loop-sign-here-for-safer-rideshares

Top Domains
Top Domains in Tweet in Entire Graph:
[1423] twitter.com
[43] thepostmillennial.com
[43] youtube.com
[38] change.org
[32] co.uk
[30] ktvu.com
[15] instagram.com
[13] foxla.com
[13] thehill.com
[11] google.com

Top Domains in Tweet in G1:
[11] twitter.com
[1] youtube.com

Top Domains in Tweet in G2:
[280] twitter.com
[10] karlyletomms.com
[10] goo.gl
[9] youtube.com
[8] com.au
[8] instagram.com
[5] theguardian.com
[4] exploresextalk.com
[3] williamhazelgrove.com
[2] rumble.com

Top Domains in Tweet in G3:
[33] twitter.com
[2] recusant-nine.com
[1] macleans.ca
[1] gofundme.com
[1] co.uk
[1] bigissuenorth.com
[1] linkedin.com
[1] bbc.com
[1] variety.com
[1] youtube.com

Top Domains in Tweet in G4:
[43] thepostmillennial.com
[41] twitter.com
[30] ktvu.com
[13] foxla.com
[9] google.com
[9] actionnewsjax.com
[8] wbrc.com
[7] standard.net
[7] altoonamirror.com
[7] everythinglubbock.com

Top Domains in Tweet in G5:
[95] twitter.com
[5] timesupfoundation.org
[2] timesupnow.org
[1] the1a.org
[1] 19thnews.org
[1] theatlantic.com
[1] buzzfeednews.com
[1] espn.com
[1] npr.org
[1] businessinsider.com

Top Domains in Tweet in G6:
[30] twitter.com
[1] change.org
[1] com.au

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

Top Domains in Tweet in G8:
[71] twitter.com
[3] thelundreport.org
[3] vice.com
[3] facebook.com
[3] myriamshopehemp.com
[2] youtube.com
[1] ohsu.edu
[1] reddit.com
[1] net.au
[1] acgme.org

Top Domains in Tweet in G9:
[89] twitter.com
[3] youtube.com
[3] vice.com
[3] co.uk
[2] hollywoodreporter.com
[1] instagram.com
[1] amazon.com

Top Domains in Tweet in G10:
[44] twitter.com
[3] nypost.com
[2] militaryjusticeforall.com
[1] change.org
[1] google.com
[1] janicelintz.com
[1] nymag.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3291] timesup
[1470] metoo
[687] breaking
[236] s1
[236] hr1
[212] firstthem
[180] auspol
[150] womenshistorymonth
[142] women
[117] internationalwomensday



Top Hashtags in Tweet in G1:
[678] breaking
[227] s1
[227] hr1
[72] timesup
[30] endthefilibusternow
[5] medtwitter
[5] tiktokdoc
[4] insurrection
[4] trump
[4] junior

Top Hashtags in Tweet in G2:
[437] timesup
[136] metoo
[12] internationalwomensday
[12] enoughisenough
[11] equality
[11] women
[10] feminist
[9] feminism
[9] freebritney
[7] love

Top Hashtags in Tweet in G3:
[102] timesup
[68] metoo
[41] frontpage
[41] thankyou
[18] adasarmy
[18] women
[15] tarnishedbadge
[15] childrape
[13] blacklivesmatter
[9] gm4women2028

Top Hashtags in Tweet in G4:
[467] metoo
[256] timesup
[210] firstthem
[109] anopensecret
[77] weasourselves
[49] silenceisviolence
[37] fba
[31] asian
[27] illegalaliens
[23] drphil

Top Hashtags in Tweet in G5:
[260] timesup
[48] metoo
[19] internationalwomensday
[16] writingtherapy
[14] nfl
[14] enoughisenough
[14] 8m2021
[11] timesupglobes
[11] kavanaugh
[10] dansnyder

Top Hashtags in Tweet in G6:
[71] timesup
[43] leadership
[14] enoughisenough
[10] auspol
[8] march4justice
[7] metoo
[6] melbourne
[6] scottytherapistprotector
[5] scottythebully
[5] scottytheannouncer

Top Hashtags in Tweet in G8:
[105] timesup
[63] metoo
[37] tiktokdoc
[16] medtwitter
[13] match2021
[9] ohsu
[8] chooknew
[7] timesuphc
[7] guncontrolnow
[6] sheforshe

Top Hashtags in Tweet in G9:
[149] timesup
[94] metoo
[54] believewomen
[53] justiceforjohnnydepp
[11] amberheard
[9] womensupportingwomen
[8] istandwithamberheard
[8] johnnydepp
[4] aclu
[3] justiceforjohhnydepp

Top Hashtags in Tweet in G10:
[81] timesup
[61] metoo
[10] cuomogottago
[10] cuomomustresign
[10] freerkelly
[9] empoweringwomen
[9] endsars
[8] cuomoresign
[8] rkelly
[8] freebillcosby

Top Words
Top Words in Tweet in Entire Graph:
[3278] #timesup
[1470] #metoo
[989] hunterjcullen
[775] women
[744] well
[696] maddow
[693] interview
[689] michael
[689] indictments
[688] warns

Top Words in Tweet in G1:
[955] hunterjcullen
[682] maddow
[680] indictments
[678] #breaking
[678] michael
[678] cohen
[678] warns
[678] interview
[678] well
[677] organized

Top Words in Tweet in G2:
[437] #timesup
[136] #metoo
[92] women
[52] men
[46] time
[36] more
[27] sexual
[23] people
[21] know
[21] enough

Top Words in Tweet in G3:
[103] #timesup
[89] shades_dirty
[68] #metoo
[62] googleexpertuk
[53] women
[53] andyburnhamgm
[52] police
[50] sexual
[47] violence
[46] shesrideordie

Top Words in Tweet in G4:
[509] firstthemnews
[467] #metoo
[256] #timesup
[210] #firstthem
[163] blkliberation84
[162] y'all
[162] understand
[162] mammies
[162] believe
[162] vomit

Top Words in Tweet in G5:
[260] #timesup
[208] time's
[199] timesupnow
[144] women
[98] discrimination
[97] harassment
[74] abuse
[74] sign
[71] silence
[70] shondarhimes

Top Words in Tweet in G6:
[71] #timesup
[57] aust
[44] re
[43] #leadership
[43] scottmorrisonmp
[42] caramia200
[42] scotty
[41] struggling
[41] hint
[41] declaratn

Top Words in Tweet in G7:
[206] questa
[206] opera
[206] arte
[206] berlino
[206] rappresenta
[206] mondo
[206] politico
[206] discute
[206] cambiamenti
[206] climatici

Top Words in Tweet in G8:
[105] #timesup
[64] kimsordyl
[63] #metoo
[58] ohsu
[48] ashleylevario
[42] underdoglawblog
[40] sexual
[37] #tiktokdoc
[34] toxicfemininit2
[32] kellyplu

Top Words in Tweet in G9:
[149] #timesup
[94] #metoo
[54] #believewomen
[53] #justiceforjohnnydepp
[49] heard
[47] amber
[41] support
[36] depp
[27] interested
[26] johnny

Top Words in Tweet in G10:
[81] #timesup
[61] #metoo
[24] kelly
[17] pagesix
[15] robert
[13] misscookie1223
[12] prove
[12] innocent
[11] andrewcuomo
[10] #cuomogottago

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[688] #metoo,#timesup
[687] #breaking,michael
[687] michael,cohen
[687] cohen,warns
[687] warns,maddow
[687] maddow,interview
[687] interview,well
[686] hunterjcullen,#breaking
[686] well,organized
[686] organized,paper

Top Word Pairs in Tweet in G1:
[678] #breaking,michael
[678] michael,cohen
[678] cohen,warns
[678] warns,maddow
[678] maddow,interview
[678] interview,well
[677] well,organized
[677] organized,paper
[677] paper,vault
[677] hunterjcullen,#breaking

Top Word Pairs in Tweet in G2:
[78] #metoo,#timesup
[29] #timesup,#metoo
[9] more,#timesup
[9] sexual,harassment
[9] enough,enough
[8] woody,allen
[7] experience,suffrage
[7] suffrage,walk
[7] walk,away
[7] away,talk

Top Word Pairs in Tweet in G3:
[41] still,complete
[41] complete,shock
[41] shock,made
[41] made,#frontpage
[41] #frontpage,wr_record
[41] wr_record,#thankyou
[41] #thankyou,love
[41] love,support
[41] support,coming
[40] shesrideordie,still

Top Word Pairs in Tweet in G4:
[176] #metoo,#timesup
[162] y'all,understand
[162] understand,#metoo
[162] #metoo,mammies
[162] mammies,believe
[162] believe,vomit
[162] vomit,tweeting
[162] tweeting,#metoo
[161] blkliberation84,y'all
[82] child,pornography

Top Word Pairs in Tweet in G5:
[70] discrimination,harassment
[70] harassment,abuse
[70] abuse,#timesup
[69] time's,silence
[69] silence,time's
[69] time's,waiting
[69] waiting,time's
[69] time's,tolerating
[69] tolerating,discrimination
[68] shondarhimes,time's

Top Word Pairs in Tweet in G6:
[41] scotty,re
[41] re,struggling
[41] struggling,hint
[41] hint,declaratn
[41] declaratn,love
[41] love,yr
[41] yr,family
[41] family,equal
[41] equal,#leadership
[41] #leadership,aust

Top Word Pairs in Tweet in G7:
[206] questa,opera
[206] opera,arte
[206] arte,berlino
[206] berlino,rappresenta
[206] rappresenta,mondo
[206] mondo,politico
[206] politico,discute
[206] discute,cambiamenti
[206] cambiamenti,climatici
[206] climatici,basta

Top Word Pairs in Tweet in G8:
[35] #metoo,#timesup
[32] kimsordyl,underdoglawblog
[30] ashleylevario,kimsordyl
[25] toxicfemininit2,ashleylevario
[13] maxoregonian,lynnepdx
[12] lynnepdx,maxoregonian
[10] #tiktokdoc,#timesup
[9] sexual,predator
[8] #metoo,#tiktokdoc
[8] kellyplu,toxicfemininit2

Top Word Pairs in Tweet in G9:
[76] #metoo,#timesup
[46] amber,heard
[35] #timesup,#believewomen
[25] johnny,depp
[20] #believewomen,#justiceforjohnnydepp
[17] #justiceforjohnnydepp,#metoo
[13] robbie,kaplan
[13] re,woke
[13] woke,crew
[13] crew,enraged

Top Word Pairs in Tweet in G10:
[42] #metoo,#timesup
[10] robert,kelly
[10] kelly,innocent
[9] #empoweringwomen,#metoo
[8] #timesup,#metoo
[8] kelly,robert
[8] #maskup,#gettested
[8] #gettested,#wearamask
[8] #wearamask,#newyorktough
[8] #newyorktough,bronx

Top Replied-To
Top Replied-To in Entire Graph:
@archluminous
@kimsordyl
@toxicfemininit2
@piersmorgan
@nygovcuomo
@lindseyboylan
@wwekarrionkross
@realdylanfarrow
@ashleylevario
@abeshinzo

Top Replied-To in G1:
@hunterjcullen
@hugolowell
@baddcompani
@kennethgootz
@lummoxacillin
@andykupf
@trom771
@clearing_fog
@mikewin62444122

Top Replied-To in G3:
@jamesramertps
@banishfgm
@runelinding
@johntory
@tps_inclusion
@princessjesster
@shades_dirty
@jthomascurry
@sharon_zehr
@char_lawyer

Top Replied-To in G4:
@atpierrewords
@heatherdawnmay2
@usc
@spencerkarter
@bdizzmyschnizz
@mikesalazar777
@annamaria290858
@prettymyyaaaa
@blkliberation84
@curlyandbelle

Top Replied-To in G5:
@lindseyboylan
@nygovcuomo
@nfl
@washingtonnfl
@royalfamily
@senatorsinema
@cjack12
@nflcommish
@lenubienne
@kymmylondoner

Top Replied-To in G6:
@scottmorrisonmp
@ymangostein
@bairdjulia
@rmlockley
@7newsmelbourne
@march4justiceau
@moistenedtart
@juliecollinsmp
@abcnews
@janecaro

Top Replied-To in G8:
@kimsordyl
@toxicfemininit2
@ashleylevario
@dawn62718921
@rosemcgowan
@nygovcuomo
@ana_safavi
@juliedcantor
@justine55916055
@tinatchen

Top Replied-To in G9:
@realamberheard
@kaplanrobbie
@lauferlaw
@thatumbrella
@adam_waldman
@wcmeshfighter
@dior
@whodrewsue
@maja_sf
@rebeccadeluca8

Top Replied-To in G10:
@chinadaily
@cnn
@tariqnasheed
@pagesix
@speakerpelosi
@gretchencarlson
@piaglenn
@kamvtv
@nygovcuomo
@darkmoneydt

Top Mentioned
Top Mentioned in Entire Graph:
@hunterjcullen
@maddow
@firstthemnews
@timesupnow
@gassmangassmann
@blkliberation84
@drjessigold
@shades_dirty
@itslakeyah
@shondarhimes

Top Mentioned in G1:
@hunterjcullen
@maddow
@sunterra1014
@hugolowell
@lummoxacillin
@kennethgootz
@arodmdphd
@sen_joemanchin
@senatorsinema
@ginger624

Top Mentioned in G2:
@therising4women
@sistadbarnes
@exploresextalk
@369media1
@em_scarnecchia
@closler
@thetalentguru
@virgilfrazier20

Top Mentioned in G3:
@shades_dirty
@googleexpertuk
@andyburnhamgm
@shesrideordie
@wr_record
@truthsayerodet1
@banishfgm
@thepeopleshubuk
@petejacksongmp
@dbetteracademia

Top Mentioned in G4:
@firstthemnews
@blkliberation84
@youtube
@gwendolynsterk
@ashleybee89
@twitter
@obuk
@ftlauderdalepd
@b1sandiego1
@sandhyaf10

Top Mentioned in G5:
@timesupnow
@shondarhimes
@nfl
@nygovcuomo
@meganimbert
@washingtonnfl
@ncaa
@nflcommish
@hunterjcullen
@emmawatson

Top Mentioned in G6:
@caramia200
@scottmorrisonmp
@miranda_maybe
@allisonbedemure
@marie19705
@liberalaus
@lisa_wilkinson
@blakandblack
@wgarnews
@abcnews

Top Mentioned in G7:
@gassmangassmann

Top Mentioned in G8:
@kimsordyl
@ashleylevario
@underdoglawblog
@kellyplu
@lynnepdx
@maxoregonian
@toxicfemininit2
@potus
@vicenews
@acgme

Top Mentioned in G9:
@princonsuella_
@realamberheard
@istanbulyoga
@ex_nicotine
@timesupnow
@kaplanrobbie
@ayaan
@bariweiss
@suigenerisjen
@adam_waldman

Top Mentioned in G10:
@pagesix
@misscookie1223
@andrewcuomo
@taranaburke
@thejointstaff
@sengillibrand
@hkfp
@un
@nytimes
@monicathurman20

Top Tweeters
Top Tweeters in Entire Graph:
@barntiques859
@marshawright
@jurylady5
@blabalade
@cagney1991
@ez4u2say_janis
@geoffrey_payne
@femtech_
@rjber15
@mroopchand143

Top Tweeters in G1:
@barntiques859
@jurylady5
@cagney1991
@rjber15
@britpoptarts
@debilu2
@lehimesa
@padakitty
@lechatnoire4
@mayirmamay14

Top Tweeters in G2:
@rock8p698p
@karlyle_tomms
@eastpointmademe
@etcanada
@naftemporikigr
@jrmiej
@ker8mel
@seeyabeu
@talentedladies
@thetalentguru

Top Tweeters in G3:
@marshawright
@googleexpertuk
@chriskirouac
@nicochan33
@patriciasinglet
@drumeshprabhu
@kpheaney
@variety
@char_lawyer
@ciabaudo

Top Tweeters in G4:
@jdjongumzidenga
@curiocat13
@lnorrisatl
@dianabechini93
@spencerkarter
@s_soteria
@slapmydinosaur
@em2wice
@chtucker18
@mathew_billion

Top Tweeters in G5:
@mharvey816
@ligayaloyola
@reneevoicebrand
@glangendorf01
@the_lady_red
@dc4hope
@youranonriots
@mcnejames
@lenubienne
@dailycaller

Top Tweeters in G6:
@geoffrey_payne
@3wombats
@rjstrikers
@sallyrmelb
@yathinkn
@cunningham_cch
@peterpyke
@wgarnews
@suthernx
@rbjron

Top Tweeters in G7:
@serenel14278447
@carmela_oltre
@irejdoc1897
@eco1start
@tosadoridaniela
@patriziaorlan11
@fragatton1
@scuroscuroscuro
@mimmogammella2
@elisa_ruberto

Top Tweeters in G8:
@joni_looking
@nortesur7
@4tchat
@jayoung1892
@sandi_childs
@rolandsmartin
@nytimes
@abc
@elvislver56
@nbcnews

Top Tweeters in G9:
@britonanddane
@tudortweep
@pennilessscribe
@mailonline
@lauferlaw
@msnbc
@patriciakellogg
@mygrindelwald
@sterlinggate
@vipvirtualsols

Top Tweeters in G10:
@guardian
@huffpost
@abc13houston
@abc7newsbayarea
@politico
@cnn
@wsj
@nydailynews
@enews
@psarmmiey