#timesup, Twitter, 8/13/2022 3:13:56 AM, 279945


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#timesup_2022-08-12_19-50-24.xlsx
#timesup_2022-08-12_19-50-24.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2022
Short Description:
#timesup via NodeXL https://bit.ly/3QDaqDx
@ellisgreg
@letshearthetru
@roaringrapids22
@timesupnow
@gop
@tuvesondawn
@skfinston
@winonasrider
@nytimes
@sabotagedfool2

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

Description:
Description
The graph represents a network of 7,363 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, 13 August 2022 at 02:55 UTC.

The requested start date was Saturday, 13 August 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 81-day, 1-hour, 32-minute period from Monday, 23 May 2022 at 04:17 UTC to Friday, 12 August 2022 at 05:49 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 : 7363
Unique Edges : 4265
Edges With Duplicates : 11749
Total Edges : 16014
Number of Edge Types : 5
Mentions : 2198
Retweet : 4675
MentionsInRetweet : 6514
Tweet : 1733
Replies to : 894
Self-Loops : 1901
Reciprocated Vertex Pair Ratio : 0.0127258844489692
Reciprocated Edge Ratio : 0.0251319426991706
Connected Components : 1072
Single-Vertex Connected Components : 508
Maximum Vertices in a Connected Component : 3816
Maximum Edges in a Connected Component : 9453
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.633213
Graph Density : 0.000146809216608089
Modularity : 0.497405
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 7,363 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, 13 August 2022 at 02:55 UTC.

The requested start date was Saturday, 13 August 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 81-day, 1-hour, 32-minute period from Monday, 23 May 2022 at 04:17 UTC to Friday, 12 August 2022 at 05:49 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:
[114] 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/
[35] https://www.karlyletomms.com/single-post/2018/01/07/MeToo
[25] https://twitter.com/i/spaces/1LyxBoNYbpYKN
[25] https://www.gothamjiujitsu.com/no_gi_brazilian_jiujitsu_training
[25] http://www.kiraforschoolboard.org/
[23] https://www.gothamjiujitsu.com/women_self_defense
[14] https://www.karlyletomms.com/
[14] https://www.nrcc.org/2022/04/20/kaptur-endorsed-by-defund-the-police-group/
[12] https://www.shesbirdie.com/?rfsn=6158399.5e82c5

Top URLs in Tweet in G1:
[1] https://twitter.com/i/spaces/1LyxBoNYbpYKN
[1] https://twitter.com/i/web/status/1535758766385565696
[1] https://www.dailymail.co.uk/femail/article-10900309/Stanford-professor-calls-Johnny-Depps-lawyer-Camille-Vasquez-pick-girl-offensive-tweet.html?ito=social-twitter_dailymailus
[1] https://twitter.com/ellisgreg/status/1528526076879699969
[1] https://twitter.com/i/web/status/1528695042847739904
[1] https://twitter.com/i/web/status/1528630062001823749
[1] https://twitter.com/i/web/status/1528617405488021504

Top URLs in Tweet in G2:
[20] https://twitter.com/i/spaces/1LyxBoNYbpYKN
[10] http://williamhazelgrove.com/madam-president-recommended-in-the-new-york-times/
[2] https://twitter.com/ellisgreg/status/1528526076879699969
[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
[2] https://exploresextalk.com/abuse/sexual/what-is-sexual-assault/?utm_source=twitter
[2] https://abcnews.go.com/Entertainment/britney-spears-stinky-boss-bodyguard-fernando-flores/story?id=14126596
[1] https://twitter.com/i/web/status/1528639968670670848
[1] https://www.delcotimes.com/2022/05/22/christine-flowers-why-johnny-depp-is-a-victim-of-domestic-abuse/
[1] https://twitter.com/catiemncda/status/1528526822958419970

Top URLs in Tweet in G3:
[5] https://www.sportskeeda.com/pop-culture/who-michele-dauber-petition-remove-stanford-professor-receives-3-000-signatures-offensive-camille-vasquez-tweets
[4] https://metoo.substack.com/p/the-great-pretenders-part-i-hollywoods
[2] https://www.youtube.com/watch?v=N9yyy67hMIo&feature=youtu.be

[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
[1] https://nypost.com/2021/10/19/jeffrey-epstein-told-steve-bannon-im-a-supporter-of-times-up/
[1] https://freebeacon.com/politics/lawyers-repeatedly-flagged-illicit-politicking-dem-legal-strategy-group/

Top URLs in Tweet in G4:
[114] 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/calltoactivism/status/1557516311898603527
[1] https://twitter.com/deckape_1/status/1557097304024309766
[1] https://twitter.com/jim_jordan/status/1541822724762484736
[1] https://twitter.com/0liviajulianna/status/1552783792095608834
[1] https://twitter.com/NoLieWithBTC/status/1536460327650484227
[1] https://twitter.com/i/web/status/1536853368882208768
[1] https://twitter.com/i/web/status/1538062798088970240
[1] https://twitter.com/RepAdamSchiff/status/1542634859327283213
[1] https://twitter.com/i/web/status/1537080231114186753

Top URLs in Tweet in G6:
[6] https://www.youtube.com/watch?v=xRFKKg-6OLU&feature=youtu.be

[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/nytimes/status/1542925831823048706
[1] https://twitter.com/gbenavides94/status/1542828224132091906
[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


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:
[3] https://www.youtube.com/watch?v=nkrj5z0Z-d0&feature=youtu.be

[1] https://twitter.com/mirandadevine/status/1332892473232936960

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1551694997434556422
[1] https://twitter.com/i/web/status/1555806291955785730
[1] https://twitter.com/RyanLaughlinKOB/status/1027266721478918144
[1] https://twitter.com/ECOWARRIORSS/status/1533095894496813057
[1] https://twitter.com/bailey6117/status/1151880767557050368
[1] https://twitter.com/AnxietySugar_/status/1545161476318658561/video/1
[1] https://twitter.com/i/web/status/1538943911577669632
[1] https://twitter.com/saribethrose/status/1528745547976286209
[1] https://twitter.com/agkarlracine/status/1528731178546651136
[1] https://twitter.com/cupofjoeinthed2/status/1528515265838841856

Top URLs in Tweet in G10:
[1] https://twitter.com/Broomleigh/status/1548702206089744384
[1] https://www.amazon.co.uk/Stalker-Ireland-Shoot-Kill-Affair/dp/0140110518
[1] https://twitter.com/MaryRobinson01/status/1451092594717507585
[1] https://twitter.com/GoogleExpertUK/status/1444037960177946625
[1] https://twitter.com/ciabaudo/status/1004258688859803648
[1] https://twitter.com/ThePeoplesHubUK/status/1339608754564771840
[1] https://www.bigissuenorth.com/features/2020/02/the-lonely-journey-to-justice/#close
[1] https://twitter.com/maureensmith232/status/1532216049441116161
[1] https://twitter.com/shesrideordie/status/1535330718200606727
[1] https://twitter.com/whatsnewbugaloo/status/1541109058282864640

Top Domains
Top Domains in Tweet in Entire Graph:
[694] twitter.com
[193] youtube.com
[49] karlyletomms.com
[48] gothamjiujitsu.com
[46] adweek.com
[25] kiraforschoolboard.org
[14] nrcc.org
[12] co.uk
[12] shesbirdie.com
[10] williamhazelgrove.com

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

Top Domains in Tweet in G2:
[185] twitter.com
[12] youtube.com
[10] williamhazelgrove.com
[8] instagram.com
[7] msn.com
[6] exploresextalk.com
[3] tiktok.com
[2] cnn.com
[2] apple.news
[2] co.uk

Top Domains in Tweet in G3:
[41] twitter.com
[7] youtube.com
[6] substack.com
[5] sportskeeda.com
[1] yahoo.com
[1] nypost.com
[1] freebeacon.com
[1] go.com
[1] slate.com
[1] time.com

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

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

Top Domains in Tweet in G6:
[19] twitter.com
[8] youtube.com

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

Top Domains in Tweet in G8:
[3] youtube.com
[1] twitter.com

Top Domains in Tweet in G9:
[19] twitter.com
[5] youtube.com

Top Domains in Tweet in G10:
[8] twitter.com
[1] co.uk
[1] bigissuenorth.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5565] timesup
[2521] metoo
[1211] mentoo
[296] micahfitzgerald
[296] vesselofmercygroup
[237] nft
[144] moment
[135] amberheard
[99] enoughisenough
[95] painting



Top Hashtags in Tweet in G1:
[1048] timesup
[1038] metoo
[1029] mentoo
[2] abusehasnogender
[2] nwlc
[2] justiceforjohnny
[2] amberturd
[2] lawyers
[2] judge
[2] lgbtq

Top Hashtags in Tweet in G2:
[541] timesup
[123] metoo
[33] mentoo
[12] amberheard
[11] borisjohnson
[10] women
[9] justiceforjohnnydepp
[8] clock
[7] believeallwomen
[7] sexualassault

Top Hashtags in Tweet in G3:
[502] timesup
[288] metoo
[94] amberheard
[64] mentoo
[45] johnnydepp
[36] micheledauber
[36] tinatchen
[32] chessyprout
[32] lauraldunn
[16] nwlc

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

Top Hashtags in Tweet in G5:
[207] timesup
[52] 2ndamendment
[10] gop
[8] cheats
[8] traitors
[7] con
[6] metoo
[5] traitor
[5] guncontrolnow
[5] donthecon

Top Hashtags in Tweet in G6:
[115] timesup
[23] borisout
[17] underthesisterhood
[12] womensrights
[6] handsoff
[6] england
[5] borismustgo
[4] torycriminalsunfittogovern
[3] borisjohnson
[3] partygate

Top Hashtags in Tweet in G7:
[13] 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:
[23] timesup
[20] metoo
[14] mentoo
[4] justiceforjohnnydepp
[3] amberheard
[2] chessyprout
[2] micheledauber
[2] lauraldunn
[2] tinatchen

Top Hashtags in Tweet in G9:
[91] timesup
[16] bbcworld
[16] msnbc
[14] abcnews
[14] cbsnews
[14] cnn
[14] nbcnews
[14] roevswade
[14] nbcnightlynews
[14] abcworldnews

Top Hashtags in Tweet in G10:
[36] freemason
[36] princeandrew
[36] jeffreyepstein
[15] timesup
[4] metoo
[3] freemasons
[2] opaugusta
[1] jimmysavile
[1] childline
[1] manmetuni

Top Words
Top Words in Tweet in Entire Graph:
[5543] #timesup
[2506] #metoo
[1451] time
[1297] woman
[1210] #mentoo
[1195] ellisgreg
[1149] victim
[1134] abuser
[1127] female
[1108] criminal

Top Words in Tweet in G1:
[1097] ellisgreg
[1048] #timesup
[1038] #metoo
[1029] #mentoo
[1028] time
[1027] victim
[1026] woman
[1025] criminal
[1024] female
[1024] abuser

Top Words in Tweet in G2:
[540] #timesup
[122] #metoo
[48] time
[46] women
[38] more
[32] #mentoo
[26] one
[23] being
[22] people
[21] way

Top Words in Tweet in G3:
[502] #timesup
[287] #metoo
[210] roaringrapids22
[194] amber
[177] roberta
[168] kaplan
[143] founded
[140] co
[131] heard's
[130] attorney

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

Top Words in Tweet in G5:
[207] #timesup
[52] amend
[52] #2ndamendment
[22] potus
[15] going
[11] nra
[11] need
[10] jim_jordan
[10] time
[10] #gop

Top Words in Tweet in G6:
[115] #timesup
[39] borisjohnson
[29] boris
[25] confidence
[25] next
[24] vote
[24] account
[24] ge
[23] required
[23] hold

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

Top Words in Tweet in G8:
[220] heard
[219] amber
[177] johnny
[177] depp
[174] winonasrider
[172] here's
[172] audio
[171] abusing
[170] tw
[170] abuse

Top Words in Tweet in G9:
[91] #timesup
[16] #bbcworld
[16] #msnbc
[15] joebiden
[14] gop
[14] #abcnews
[14] #cbsnews
[14] #cnn
[14] #nbcnews
[14] #roevswade

Top Words in Tweet in G10:
[111] googleexpertuk
[89] housingfirstuk
[58] thepeopleshubuk
[57] lucympowell
[54] pankhurstcentre
[53] disabilitysk
[53] adatheshow
[53] healthertainer
[53] dnw2018
[53] susybotello

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1415] #timesup,#metoo
[1102] time,#mentoo
[1101] #metoo,time
[1100] ellisgreg,#timesup
[1099] #mentoo,female
[1099] female,abuser
[1099] abuser,criminal
[1099] victim,woman
[1000] imperfect,victim
[998] criminal,imperfect

Top Word Pairs in Tweet in G1:
[1030] #timesup,#metoo
[1025] time,#mentoo
[1025] ellisgreg,#timesup
[1024] #metoo,time
[1024] #mentoo,female
[1024] female,abuser
[1024] abuser,criminal
[1024] victim,woman
[937] criminal,imperfect
[937] imperfect,victim

Top Word Pairs in Tweet in G2:
[64] #metoo,#timesup
[35] #timesup,#metoo
[22] #metoo,#mentoo
[13] amber,heard
[10] #timesup,madam
[10] madam,president
[10] president,secret
[10] secret,presidency
[10] presidency,edith
[10] edith,wilson

Top Word Pairs in Tweet in G3:
[164] roberta,kaplan
[145] #metoo,#timesup
[136] founded,#timesup
[134] co,founded
[134] kaplan,amber
[131] amber,heard's
[128] heard's,former
[128] former,attorney
[128] attorney,co
[128] #timesup,legal

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
[8] #gop,#cheats
[8] #cheats,#traitors
[7] #traitors,#con
[7] amerikkkan,kkkonspiracy
[7] kkkonspiracy,#timesup
[6] tick,tock
[5] speakerpelosi,senschumer
[5] #timesup,#donthecon

Top Word Pairs in Tweet in G6:
[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 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:
[219] amber,heard
[177] johnny,depp
[172] here's,audio
[170] tw,abuse
[170] abuse,survivors
[170] survivors,here's
[170] audio,amber
[170] heard,mocks
[170] mocks,johnny
[170] depp,calling

Top Word Pairs in Tweet in G9:
[14] #abcnews,#cbsnews
[14] #cnn,#nbcnews
[14] newshour,#nbcnightlynews
[14] #nbcnightlynews,#abcworldnews
[14] #abcworldnews,#bbcworld
[14] #bbcworld,#msnbc
[13] #nbcnews,#roevswade
[13] #washingtonweek,#univision
[12] #cbsnews,#cnn
[10] #msnbc,#npr

Top Word Pairs in Tweet in G10:
[53] healthertainer,pankhurstcentre
[52] disabilitysk,twovizthink
[52] twovizthink,housingfirstuk
[52] housingfirstuk,adatheshow
[52] adatheshow,healthertainer
[52] pankhurstcentre,dnw2018
[52] dnw2018,susybotello
[51] googleexpertuk,disabilitysk
[37] susybotello,dbgrinbe
[36] forgotten,addition

Top Replied-To
Top Replied-To in Entire Graph:
@lincolnrestler
@borisjohnson
@jim_jordan
@thatumbrella
@jackposobiec
@bbcworld
@realkillerkross
@ellisgreg
@tmz
@laurenboebert

Top Replied-To in G1:
@ellisgreg
@armarisvazquez

Top Replied-To in G2:

Top Replied-To in G3:
@thatumbrella
@nytimes
@letshearthetru
@tmz
@angenette5
@katwolfdancer
@metoomvmt
@roaringrapids22
@mensurvivetoo
@rpfnh603

Top Replied-To in G5:
@jim_jordan
@laurenboebert
@tedcruz
@seanhannity
@judiciarygop
@donaldjtrumpjr
@ronfilipkowski
@acyn
@whipclyburn
@repmtg

Top Replied-To in G6:
@borisjohnson
@nadinedorries
@skynews
@telegraph
@sirrogergale
@pippacrerar
@rapeconception
@aaronbastani
@wmpolice
@macsween_prue

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

Top Replied-To in G8:
@deppfan86

Top Replied-To in G9:
@bbcworld
@duty2warn
@glennkirschner2
@unitewomennj
@meidastouch
@hugolowell
@kyledcheney
@aweissmann_
@roshan_rinaldi
@repmeuser

Top Replied-To in G10:
@pauldulson2
@thepeopleshubuk
@disabilitysk
@suecaro
@acarpendigital

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

Top Mentioned in G1:
@ellisgreg
@taranaburke
@roaringrapids22
@winonasrider
@tariqnasheed
@shasa_cat
@msbagnall811
@darrell02554398
@jacxpearl
@jennybenners

Top Mentioned in G2:
@exploresextalk
@thetalentguru
@mojosiedlak
@oshunpublicaton
@bonnielowkramen
@studiox84053843
@therising4women
@hogpussy

Top Mentioned in G3:
@roaringrapids22
@letshearthetru
@ellisgreg
@mensurvivetoo
@bmurphy63
@femcondition
@asranomani
@lbjeff4
@oceanarune
@nbedera

Top Mentioned in G4:
@thekellybarrett

Top Mentioned in G5:
@potus
@senschumer
@leadermcconnell
@foxnews
@nra
@speakerpelosi
@fetlife
@johnbaku
@gop
@tedcruz

Top Mentioned in G6:
@borisjohnson
@conservatives
@undersisterhood
@leahcwilliamson
@handsoffglobal
@michaelgove
@twitter
@jessphillips
@thisisdavina
@gloriasteinem

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

Top Mentioned in G8:
@winonasrider
@ellisgreg
@depplyhaiiows
@letshearthetru
@plzeexplain512
@thegalasisters
@deppfan86
@taranaburke
@marussia15

Top Mentioned in G9:
@joebiden
@newshour
@gop
@unitewomenorg
@kamalaharris
@dnc
@unitewomenorgny
@anthropocenem
@oceansolitudeme
@glennkirschner2

Top Mentioned in G10:
@googleexpertuk
@housingfirstuk
@thepeopleshubuk
@lucympowell
@pankhurstcentre
@adatheshow
@healthertainer
@dnw2018
@susybotello
@disabilitysk

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

Top Tweeters in G1:
@victory1261
@pebblegreen2
@adudefromnowere
@procm2
@itsyeid
@dianahollins
@dstewart541
@niideeppod
@gurucharan2703
@hannahfun1

Top Tweeters in G2:
@carstairskyuexo
@godkingplus
@unsnuk
@imrenealise
@talentedladies
@rocketman46
@thetalentguru
@yulandajones
@rozmcdermott
@ladynurse1974

Top Tweeters in G3:
@jot_au
@marionste
@nytimes
@thr
@mailonline
@pixiedust5135
@washingtonpost
@tmz
@cnn
@maclizzie

Top Tweeters in G4:
@dkdk459
@blkb_blkb
@empleostripalis
@profmikhailov
@aleksandrnaumc5
@ethan_laurent87
@eltonjabes
@rein4chan1111
@andresg05278127
@all57461542

Top Tweeters in G5:
@jorge_c_ny
@thesun
@foxnews
@remirol1956
@melodyisdestiny
@joncoopertweets
@cardon_brian
@cbsnews
@emptywheel
@tucsonrosie2001

Top Tweeters in G6:
@btcare
@glasgow_watch
@skynews
@bbcnews
@telegraph
@nydailynews
@dailymailuk
@iromg
@minghowriter
@dotrat

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

Top Tweeters in G8:
@everian777
@stewbieschanel
@heenamtaediva
@mannumellow
@jstayskickinit
@muddyinpb
@_loveinvain
@wickedwone
@buddhaworship
@queenofdesertt

Top Tweeters in G9:
@famousbirthdays
@cynicalvision50
@notrealdemocrat
@barbcast60
@renenow
@mackette52
@bbcworld
@aulstrue
@dallasnews
@bet

Top Tweeters in G10:
@googleexpertuk
@piapaulette
@lalitapetila
@rogersurfacings
@marshacollier
@superbikeal
@mikestockmusic
@wendyeslater
@barbaramaryleva
@coyoton46