#timesup, Twitter, 7/30/2022 3:13:55 AM, 279721


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#timesup_2022-07-29_19-50-24.xlsx
#timesup_2022-07-29_19-50-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2022
Short Description:
#timesup via NodeXL https://bit.ly/3oH7Tw8
@ellisgreg
@letshearthetru
@roaringrapids22
@winonasrider
@youtube
@tuvesondawn
@timesupnow
@compassioning
@taranaburke
@gop

Top hashtags:
#timesup
#metoo
#mentoo
#micahfitzgerald
#vesselofmercygroup
#nft
#moment
#amberheard

Description:
Description
The graph represents a network of 7,304 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 Saturday, 30 July 2022 at 02:55 UTC.

The requested start date was Saturday, 30 July 2022 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 69-day, 20-hour, 32-minute period from Friday, 20 May 2022 at 09:40 UTC to Friday, 29 July 2022 at 06:13 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 : 7304
Unique Edges : 3806
Edges With Duplicates : 11925
Total Edges : 15731
Number of Edge Types : 5
Retweet : 4862
MentionsInRetweet : 6488
Tweet : 1653
Replies to : 820
Mentions : 1908
Self-Loops : 1809
Reciprocated Vertex Pair Ratio : 0.0114942528735632
Reciprocated Edge Ratio : 0.0227272727272727
Connected Components : 994
Single-Vertex Connected Components : 463
Maximum Vertices in a Connected Component : 3712
Maximum Edges in a Connected Component : 9040
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.920827
Graph Density : 0.000145178825668276
Modularity : 0.487604
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,304 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 Saturday, 30 July 2022 at 02:55 UTC.

The requested start date was Saturday, 30 July 2022 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 69-day, 20-hour, 32-minute period from Friday, 20 May 2022 at 09:40 UTC to Friday, 29 July 2022 at 06:13 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:
[180] https://www.youtube.com/watch?v=FdfAZMwVYZo&feature=youtu.be

[43] https://www.adweek.com/agencies/one-minute-briefs-founder-nick-entwistle-accused-of-assault-by-former-contract-employee/
[31] https://www.karlyletomms.com/single-post/2018/01/07/MeToo
[25] http://www.kiraforschoolboard.org/
[25] https://twitter.com/i/spaces/1LyxBoNYbpYKN
[19] https://www.gothamjiujitsu.com/no_gi_brazilian_jiujitsu_training
[19] https://www.gothamjiujitsu.com/women_self_defense
[14] https://www.nrcc.org/2022/04/20/kaptur-endorsed-by-defund-the-police-group/
[12] https://www.karlyletomms.com/
[11] https://www.shesbirdie.com/?rfsn=6158399.5e82c5

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1528526076879699969
[1] https://twitter.com/i/web/status/1528235153700450304
[1] https://twitter.com/i/web/status/1528230192501489669
[1] https://twitter.com/i/web/status/1528235248084848640
[1] https://twitter.com/i/web/status/1528235280833994752
[1] https://twitter.com/i/web/status/1528235361314304000
[1] https://twitter.com/i/web/status/1528235542441144320
[1] https://twitter.com/i/web/status/1528235574133329920
[1] https://twitter.com/i/web/status/1528235648741560320
[1] https://twitter.com/Justice4JDband/status/1529522286260236288

Top URLs in Tweet in G2:
[31] https://www.karlyletomms.com/single-post/2018/01/07/MeToo
[21] https://twitter.com/i/spaces/1LyxBoNYbpYKN
[12] https://www.karlyletomms.com/
[9] http://williamhazelgrove.com/madam-president-recommended-in-the-new-york-times/
[2] https://twitter.com/JennValentyne/status/1527986278825922561
[2] https://twitter.com/ellisgreg/status/1528526076879699969
[2] https://www.washingtonpost.com/religion/2022/05/22/southern-baptist-sex-abuse-report/
[2] https://www.talentedladiesclub.com/articles/why-timesup-for-the-one-person-holding-women-back/
[2] https://exploresextalk.com/sex/consent/is-asking-for-consent-awkward/?utm_source=twitter
[2] https://exploresextalk.com/sex/consent/when-can-consent-be-withdrawn/?utm_source=twitter

Top URLs in Tweet in G3:
[6] https://www.youtube.com/watch?v=XcMYz0ayiE0&feature=youtu.be

[2] https://www.youtube.com/watch?v=N9yyy67hMIo&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.youtube.com/watch?v=h0JvF9vpqx8&feature=youtu.be

[1] https://www.pulse.ng/gist/pop-culture/profile-meet-oronike-odeleye-the-co-founder-of-the-muterkelly-campaign/pj2shcj
[1] https://twitter.com/i/web/status/1536471682805735424
[1] https://twitter.com/i/web/status/1537140550616219648
[1] https://www.yahoo.com/entertainment/kevin-spacey-fallout-caa-publicist-010617162.html?fr=yhssrp_catchall
[1] https://twitter.com/i/web/status/1537956150301167624
[1] https://twitter.com/i/web/status/1551265275147759616

Top URLs in Tweet in G4:
[180] https://www.youtube.com/watch?v=FdfAZMwVYZo&feature=youtu.be


Top URLs in Tweet in G5:
[5] https://www.vanityfair.com/news/2020/11/donald-trump-post-white-house-prosecutions
[1] https://twitter.com/0liviajulianna/status/1552783792095608834
[1] https://twitter.com/jim_jordan/status/1541822724762484736
[1] https://twitter.com/stephenking/status/1552652530705768450
[1] https://twitter.com/davidhogg111/status/1540422005069160448
[1] https://twitter.com/berniesanders/status/1542148632480292871
[1] https://twitter.com/ungerbn103/status/1547901598885908482
[1] https://twitter.com/mehdirhasan/status/1530764063432749057
[1] https://twitter.com/commoncausemn/status/1550558644156211201
[1] https://twitter.com/pathtoprog/status/1531662650987495432

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=JOP9nmzKDww

[1] https://twitter.com/i/web/status/1536031169095118849
[1] https://twitter.com/FemCondition/status/1538841503769976834
[1] https://twitter.com/Eve_Barlow/status/1539475930258690049

Top URLs in Tweet in G7:
[1] https://www.thepetitionsite.com/de-de/625/631/156/government-enforced-regulatory-body-to-protect-creative-artists./?taf_id=56113174&cid=twitter
[1] https://twitter.com/RebeccaFMusic/status/1532835327181725697?t=fPDwbWpvTHb4-jkB9dXUyg&s=09
[1] https://twitter.com/katiewaissel24/status/1546246324592549890?t=ceFowB5fUJC7wwOSC24oPQ&s=09
[1] https://twitter.com/i/web/status/1534047070230827008
[1] https://twitter.com/i/web/status/1533746111382446081
[1] https://twitter.com/RebeccaFMusic/status/1531728238082392064

Top URLs in Tweet in G8:
[1] https://twitter.com/meena77531087/status/1543903722647986178
[1] https://twitter.com/itvlondon/status/1539656641263669250
[1] https://twitter.com/Baddiel/status/1544811857839521794
[1] https://twitter.com/zarahsultana/status/1544371103875088384
[1] https://twitter.com/GordonW09225415/status/1542792802815311872
[1] https://twitter.com/IanKerr/status/1532828030623698944
[1] https://www.youtube.com/watch?v=O7XH9jeDA-A&feature=youtu.be

[1] https://twitter.com/susie_dent/status/1540229572217786368
[1] https://twitter.com/betoorourke/status/1539792026182582272
[1] https://twitter.com/i/web/status/1536984076871155713

Top URLs in Tweet in G9:
[1] https://bc.ctvnews.ca/family-of-officer-who-died-by-suicide-suing-vancouver-police-department-former-sergeants-1.5963291
[1] https://twitter.com/maureensmith232/status/1532216049441116161
[1] https://twitter.com/shesrideordie/status/1535330718200606727
[1] https://twitter.com/ciabaudo/status/1004258688859803648
[1] https://twitter.com/ThePeoplesHubUK/status/1339608754564771840
[1] https://twitter.com/MaryRobinson01/status/1451092594717507585
[1] https://www.amazon.co.uk/Stalker-Ireland-Shoot-Kill-Affair/dp/0140110518
[1] https://twitter.com/GoogleExpertUK/status/1444037960177946625
[1] https://www.bigissuenorth.com/features/2020/02/the-lonely-journey-to-justice/#close
[1] https://twitter.com/Broomleigh/status/1548702206089744384

Top URLs in Tweet in G10:
[1] https://twitter.com/japantimes/status/1529081474565169153
[1] https://twitter.com/GrandLodgeOhio/status/1479514700379344897
[1] https://twitter.com/america1stmedia/status/1545785767192051712
[1] https://twitter.com/laurieluvsmolly/status/1546014942867996672
[1] https://www.rollingstone.com/tv/tv-news/horatio-sanz-accuser-details-complicity-1302005/
[1] https://twitter.com/geraldorivera/status/1546485896953954304
[1] https://twitter.com/houseofwettin/status/1216827898205597696
[1] https://twitter.com/VancouverSun/status/1547438846857576453
[1] https://twitter.com/Compassioning/status/1534304557014126594?t=iQiVygncC_yDOrThMVvyRg&s=19
[1] http://timesupnow.org/

Top Domains
Top Domains in Tweet in Entire Graph:
[705] twitter.com
[255] youtube.com
[46] adweek.com
[43] karlyletomms.com
[38] gothamjiujitsu.com
[25] kiraforschoolboard.org
[14] nrcc.org
[11] co.uk
[11] shesbirdie.com
[10] instagram.com

Top Domains in Tweet in G1:
[24] twitter.com
[1] co.uk

Top Domains in Tweet in G2:
[184] twitter.com
[43] karlyletomms.com
[10] youtube.com
[9] williamhazelgrove.com
[8] instagram.com
[6] exploresextalk.com
[5] msn.com
[3] tiktok.com
[2] apple.news
[2] washingtonpost.com

Top Domains in Tweet in G3:
[32] twitter.com
[17] youtube.com
[2] substack.com
[2] vice.com
[1] pulse.ng
[1] yahoo.com
[1] time.com
[1] nypost.com
[1] freebeacon.com
[1] go.com

Top Domains in Tweet in G4:
[180] youtube.com

Top Domains in Tweet in G5:
[40] twitter.com
[5] vanityfair.com
[2] youtube.com
[1] weareultraviolet.org
[1] instagram.com
[1] bbc.com

Top Domains in Tweet in G6:
[3] twitter.com
[1] youtube.com

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

Top Domains in Tweet in G8:
[17] twitter.com
[2] youtube.com

Top Domains in Tweet in G9:
[8] twitter.com
[1] ctvnews.ca
[1] co.uk
[1] bigissuenorth.com

Top Domains in Tweet in G10:
[18] twitter.com
[1] rollingstone.com
[1] timesupnow.org
[1] buzzfeed.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5639] timesup
[2869] metoo
[1593] mentoo
[362] micahfitzgerald
[362] vesselofmercygroup
[251] nft
[152] moment
[139] amberheard
[99] enoughisenough
[99] painting



Top Hashtags in Tweet in G1:
[1470] timesup
[1450] metoo
[1397] mentoo
[15] amberheard
[11] falseaccusers
[10] believewomen
[10] believemen
[8] metoomonsters
[8] johnnydepp
[6] justiceforjohnnydepp

Top Hashtags in Tweet in G2:
[538] timesup
[150] metoo
[35] mentoo
[17] enoughisenough
[11] amberheard
[11] borisjohnson
[9] justiceforjohnnydepp
[9] women
[8] believeallwomen
[8] clock

Top Hashtags in Tweet in G3:
[403] timesup
[228] metoo
[59] mentoo
[54] amberheard
[29] micheledauber
[28] tinatchen
[25] chessyprout
[25] lauraldunn
[17] johnnydepp
[16] nwlc

Top Hashtags in Tweet in G4:
[362] metoo
[362] timesup
[362] micahfitzgerald
[362] vesselofmercygroup

Top Hashtags in Tweet in G5:
[184] timesup
[52] 2ndamendment
[10] theendisnigh
[10] ww3
[9] metoo
[9] gop
[7] cheats
[7] traitors
[6] illuminaticardgame1995
[6] con

Top Hashtags in Tweet in G6:
[24] timesup
[19] metoo
[15] mentoo
[5] amberheard
[4] justiceforjohnnydepp
[2] chessyprout
[2] micheledauber
[2] lauraldunn
[2] tinatchen
[2] johnnydepp

Top Hashtags in Tweet in G7:
[20] timesup
[3] liampayne
[1] endbabygate
[1] bbg
[1] endbbg
[1] endthestunts
[1] larryisreal
[1] newyorktimes
[1] nytimes
[1] harrystyles

Top Hashtags in Tweet in G8:
[87] timesup
[23] borisout
[5] borismustgo
[4] torycriminalsunfittogovern
[3] borisjohnson
[3] partygate
[3] toryliars
[2] english
[2] resignationwatch
[2] cabinetchallengeboris

Top Hashtags in Tweet in G9:
[22] freemason
[22] princeandrew
[22] jeffreyepstein
[18] timesup
[4] metoo
[3] freemasons
[2] opaugusta
[1] children
[1] adasarmy
[1] mikeperls

Top Hashtags in Tweet in G10:
[61] timesup
[17] metoo
[8] whywewearblack
[6] gratitudetour
[6] curegp
[3] teamhumanity
[3] kennekajenkins
[3] caddyshackrosemont
[3] epstein
[3] ghislainemaxwellclientlist

Top Words
Top Words in Tweet in Entire Graph:
[5632] #timesup
[2854] #metoo
[1811] time
[1592] #mentoo
[1587] woman
[1571] ellisgreg
[1525] victim
[1509] abuser
[1500] female
[1483] criminal

Top Words in Tweet in G1:
[1480] ellisgreg
[1470] #timesup
[1450] #metoo
[1397] #mentoo
[1396] time
[1394] victim
[1394] abuser
[1393] woman
[1392] female
[1392] criminal

Top Words in Tweet in G2:
[538] #timesup
[149] #metoo
[57] boundaries
[52] enough
[47] women
[45] time
[34] #mentoo
[33] more
[25] over
[24] sexual

Top Words in Tweet in G3:
[403] #timesup
[227] #metoo
[199] roaringrapids22
[180] amber
[164] roberta
[153] kaplan
[136] co
[135] founded
[126] heard's
[125] attorney

Top Words in Tweet in G4:
[362] #metoo
[362] #timesup
[362] #micahfitzgerald
[362] #vesselofmercygroup
[360] thekellybarrett
[182] hey
[182] slimy
[182] snake
[182] pits
[182] hell

Top Words in Tweet in G5:
[184] #timesup
[52] amend
[52] #2ndamendment
[19] potus
[15] time
[10] #theendisnigh
[10] #ww3
[10] fetlife
[9] nytimes
[9] #metoo

Top Words in Tweet in G6:
[215] heard
[214] amber
[209] johnny
[209] depp
[206] winonasrider
[203] audio
[202] here's
[194] abuse
[194] help
[194] abusing

Top Words in Tweet in G7:
[338] michael
[199] rebeccafmusic
[170] 2022
[170] away
[169] prince
[169] spoke
[169] george
[169] jackson
[169] nina
[169] simone

Top Words in Tweet in G8:
[87] #timesup
[39] borisjohnson
[29] boris
[25] confidence
[25] next
[24] vote
[24] ge
[23] required
[23] hold
[23] selfservatives

Top Words in Tweet in G9:
[112] googleexpertuk
[92] housingfirstuk
[58] thepeopleshubuk
[57] lucympowell
[55] pankhurstcentre
[54] disabilitysk
[54] adatheshow
[54] healthertainer
[54] dnw2018
[54] susybotello

Top Words in Tweet in G10:
[58] #timesup
[17] #metoo
[14] women
[11] compassioning
[10] black
[10] hmb_susan
[9] oprah
[8] #whywewearblack
[8] industry
[7] âš

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1858] #timesup,#metoo
[1477] time,#mentoo
[1476] ellisgreg,#timesup
[1476] #metoo,time
[1474] #mentoo,female
[1474] female,abuser
[1474] abuser,criminal
[1472] victim,woman
[1412] imperfect,victim
[1410] criminal,imperfect

Top Word Pairs in Tweet in G1:
[1409] #timesup,#metoo
[1393] time,#mentoo
[1392] #metoo,time
[1392] #mentoo,female
[1392] female,abuser
[1392] abuser,criminal
[1392] ellisgreg,#timesup
[1390] victim,woman
[1334] imperfect,victim
[1332] criminal,imperfect

Top Word Pairs in Tweet in G2:
[82] #metoo,#timesup
[36] #timesup,#metoo
[23] #metoo,#mentoo
[21] enough,enough
[19] boundaries,actual
[19] actual,boundaries
[19] boundaries,determine
[19] determine,enough
[13] amber,heard
[11] enough,#metoo

Top Word Pairs in Tweet in G3:
[151] roberta,kaplan
[129] co,founded
[129] kaplan,amber
[128] founded,#timesup
[126] amber,heard's
[123] heard's,former
[123] former,attorney
[123] attorney,co
[123] #timesup,legal
[123] legal,defense

Top Word Pairs in Tweet in G4:
[182] #metoo,#timesup
[182] #timesup,#micahfitzgerald
[182] #micahfitzgerald,#vesselofmercygroup
[182] #vesselofmercygroup,hey
[182] hey,slimy
[182] slimy,snake
[182] snake,pits
[182] pits,hell
[182] hell,nerve
[182] nerve,preaching

Top Word Pairs in Tweet in G5:
[52] amend,#2ndamendment
[52] #2ndamendment,#timesup
[9] #theendisnigh,#timesup
[8] #timesup,#ww3
[7] #gop,#cheats
[7] #cheats,#traitors
[7] amerikkkan,kkkonspiracy
[7] kkkonspiracy,#timesup
[6] #traitors,#con
[5] #thenewworldishere,#theendisnigh

Top Word Pairs in Tweet in G6:
[213] amber,heard
[209] johnny,depp
[202] here's,audio
[193] tw,abuse
[193] abuse,survivors
[193] survivors,here's
[193] audio,amber
[193] heard,mocks
[193] mocks,johnny
[193] depp,calling

Top Word Pairs in Tweet in G7:
[169] prince,spoke
[169] spoke,george
[169] george,michael
[169] michael,michael
[169] michael,jackson
[169] jackson,nina
[169] nina,simone
[169] simone,many
[169] many,others
[168] rebeccafmusic,prince

Top Word Pairs in Tweet in G8:
[24] next,ge
[23] vote,confidence
[23] confidence,required
[23] required,hold
[23] hold,selfservatives
[23] selfservatives,account
[23] account,next
[23] ge,won
[23] won,oust
[23] oust,boris

Top Word Pairs in Tweet in G9:
[54] healthertainer,pankhurstcentre
[53] disabilitysk,twovizthink
[53] twovizthink,housingfirstuk
[53] housingfirstuk,adatheshow
[53] adatheshow,healthertainer
[53] pankhurstcentre,dnw2018
[53] dnw2018,susybotello
[52] googleexpertuk,disabilitysk
[39] susybotello,dbgrinbe
[36] thepeopleshubuk,housingfirstuk

Top Word Pairs in Tweet in G10:
[9] #metoo,#timesup
[6] honor,#curegp
[6] #curegp,#metoo
[6] #timesup,rip
[6] rip,gpgirl31
[6] #whywewearblack,ally
[6] ally,empathy
[6] empathy,coach
[6] coach,wearing
[6] wearing,black

Top Replied-To
Top Replied-To in Entire Graph:
@borisjohnson
@thatumbrella
@jackposobiec
@bbcworld
@ellisgreg
@nytimes
@elonmusk
@jim_jordan
@tedcruz
@michellelitv

Top Replied-To in G1:
@ellisgreg
@thr
@pinjakka
@rando_firefly
@tmz
@leigh_st2
@ktn12201
@farrartina1212
@serpens1984
@dhanigautama

Top Replied-To in G2:

Top Replied-To in G3:
@thatumbrella
@angenette5
@katwolfdancer
@metoomvmt
@stevencrowley
@rpfnh603
@roaringrapids22
@xsocialopen
@sylviaharrow22
@tmz

Top Replied-To in G5:
@jackposobiec
@jim_jordan
@tedcruz
@nytimes
@ronfilipkowski
@acyn
@whipclyburn
@kylegriffin1
@laurenboebert
@happycrazytown

Top Replied-To in G6:
@therealitycomix

Top Replied-To in G7:
@rebeccafmusic
@endbbgnow
@omgl2022
@halsey

Top Replied-To in G8:
@borisjohnson
@skynews
@sirrogergale
@pippacrerar
@aaronbastani
@itvlondon
@toucheadrian
@jk_rowling
@dailymailuk
@kayburley

Top Replied-To in G9:
@suecaro
@acarpendigital
@thepeopleshubuk
@pauldulson2
@disabilitysk
@johnkbarden
@amyklobuchar

Top Replied-To in G10:
@michellelitv
@rollingstone
@pontifex
@occupythegetty
@greg_price11
@sheryl59514812
@doubledutchquak
@theinsiderpaper
@pritinemani
@timesupnow

Top Mentioned
Top Mentioned in Entire Graph:
@ellisgreg
@thekellybarrett
@roaringrapids22
@winonasrider
@rebeccafmusic
@googleexpertuk
@shondarhimes
@housingfirstuk
@letshearthetru
@taranaburke

Top Mentioned in G1:
@ellisgreg
@taranaburke
@roaringrapids22
@lbjeff4
@justice4jdband
@tmz
@andysignore
@tetrispherejon7
@winonasrider
@jacxpearl

Top Mentioned in G2:
@exploresextalk
@mojosiedlak
@thetalentguru
@oshunpublicaton
@kkklaytonbigsby
@studiox84053843
@bonnielowkramen

Top Mentioned in G3:
@roaringrapids22
@letshearthetru
@ellisgreg
@asranomani
@youtube
@nbedera
@reutersshowbiz
@laurabockov
@mensurvivetoo
@metoomvmt

Top Mentioned in G4:
@thekellybarrett

Top Mentioned in G5:
@potus
@senschumer
@vp
@foxnews
@fetlife
@johnbaku
@nytimes
@mike_pence
@robreiner
@maddow

Top Mentioned in G6:
@winonasrider
@ellisgreg
@leauxmein
@letshearthetru
@joshuamcintron
@botforequality
@roaringrapids22
@eve_barlow
@ashz011

Top Mentioned in G7:
@rebeccafmusic
@28nicewaves
@em_csr
@isharrypride
@xnotobeard

Top Mentioned in G8:
@borisjohnson
@conservatives
@michaelgove
@thisisdavina
@dianacameron70
@gregabbott_tx
@ragsmartel
@jeremy_hunt

Top Mentioned in G9:
@googleexpertuk
@housingfirstuk
@thepeopleshubuk
@lucympowell
@pankhurstcentre
@adatheshow
@healthertainer
@dnw2018
@susybotello
@disabilitysk

Top Mentioned in G10:
@compassioning
@hmb_susan
@oprah
@gpgirl31
@alyssa_milano
@timesupnow
@kijenn2
@wagscgo
@janellemonae
@geraldorivera

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@sectest9
@matthewtwihard
@barntiques859
@marshawright
@mistersalesman
@joni_looking
@cybersecurityn8
@independent
@glasgow_watch

Top Tweeters in G1:
@victory1261
@pebblegreen2
@adudefromnowere
@thr
@procm2
@itsyeid
@dianahollins
@dstewart541
@niideeppod
@gurucharan2703

Top Tweeters in G2:
@education_24x7
@carstairskyuexo
@karlyle_tomms
@godkingplus
@unsnuk
@imrenealise
@talentedladies
@rocketman46
@thetalentguru
@yulandajones

Top Tweeters in G3:
@jot_au
@marionste
@rodriguez_linda
@pixiedust5135
@tmz
@idawhannadoyou
@resinanian
@youranoncentral
@sbarrbrisebois
@timpanist

Top Tweeters in G4:
@dkdk459
@blkb_blkb
@empleostripalis
@profmikhailov
@aleksandrnaumc5
@eltonjabes
@ethan_laurent87
@rein4chan1111
@andresg05278127
@rraods

Top Tweeters in G5:
@jorge_c_ny
@thesun
@foxnews
@nytimes
@remirol1956
@b52malmet
@haaretzcom
@joncoopertweets
@cbsnews
@cardon_brian

Top Tweeters in G6:
@everian777
@heenamtaediva
@mannumellow
@jstayskickinit
@muddyinpb
@_loveinvain
@computeblu
@wickedwone
@vibrantankles
@queenofdesertt

Top Tweeters in G7:
@lesbianyog
@iamotherguy
@gmichaelbot
@lovealw28s
@sqawbaby63
@tonilovely2
@bigblues1dlwt
@whenuknowuknowx
@_mirosu_
@nickybazan

Top Tweeters in G8:
@glasgow_watch
@skynews
@bbcnews
@telegraph
@nydailynews
@dailymailuk
@iromg
@minghowriter
@harryscoffin
@dpjhodges

Top Tweeters in G9:
@googleexpertuk
@piapaulette
@lalitapetila
@rogersurfacings
@beeahoney_
@marshacollier
@mikestockmusic
@wendyeslater
@coyoton46
@barbaramaryleva

Top Tweeters in G10:
@norrisppattie
@cloudatlas_47
@pattyarquette
@cbsmornings
@rollingstone
@ucla444
@autumn140d
@auntprays
@roarquette
@wolfwisdom58