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#timesup_2022-07-01_19-50-24.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 02, 2022
Short Description:
#timesup via NodeXL https://bit.ly/3OGnZBm
@ellisgreg
@letshearthetru
@winonasrider
@roaringrapids22
@gop
@rebeccafmusic
@lesbianyog
@catwoman_1111
@tuvesondawn
@botforequality

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

Description:
Description
The graph represents a network of 7,095 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, 02 July 2022 at 02:57 UTC.

The requested start date was Saturday, 02 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 53-day, 12-hour, 56-minute period from Sunday, 08 May 2022 at 17:41 UTC to Friday, 01 July 2022 at 06:37 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 : 7095
Unique Edges : 3471
Edges With Duplicates : 12046
Total Edges : 15517
Number of Edge Types : 5
Mentions : 1775
Retweet : 4940
MentionsInRetweet : 6383
Replies to : 776
Tweet : 1643
Self-Loops : 1816
Reciprocated Vertex Pair Ratio : 0.0110328326465506
Reciprocated Edge Ratio : 0.0218248750986064
Connected Components : 856
Single-Vertex Connected Components : 381
Maximum Vertices in a Connected Component : 4119
Maximum Edges in a Connected Component : 9790
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.412254
Graph Density : 0.000151116796037823
Modularity : 0.479729
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,095 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, 02 July 2022 at 02:57 UTC.

The requested start date was Saturday, 02 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 53-day, 12-hour, 56-minute period from Sunday, 08 May 2022 at 17:41 UTC to Friday, 01 July 2022 at 06:37 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/
[25] https://twitter.com/i/spaces/1LyxBoNYbpYKN
[23] https://www.karlyletomms.com/single-post/2018/01/07/MeToo
[20] https://www.youtube.com/watch?v=IUqg9SMWIxA&feature=youtu.be

[17] https://www.gothamjiujitsu.com/women_self_defense
[14] https://www.gothamjiujitsu.com/no_gi_brazilian_jiujitsu_training
[14] https://www.nrcc.org/2022/04/20/kaptur-endorsed-by-defund-the-police-group/
[13] https://twitch.tv/TrainCloudOW
[10] https://www.shesbirdie.com/?rfsn=6158399.5e82c5

Top URLs in Tweet in G1:
[1] https://twitter.com/roaringrapids22/status/1542062365205749760
[1] https://twitter.com/SouthernGirlTea/status/1530552743949213699
[1] https://twitter.com/taenemcrazy/status/1530815211451535360
[1] https://twitter.com/MsMelChen/status/1521133208196296708
[1] https://twitter.com/i/web/status/1528526076879699969
[1] https://twitter.com/queenbpip/status/1283819725756170244
[1] https://mobile.twitter.com/queenbpip/status/1283819725756170244
[1] https://twitter.com/starfallgoddess/status/1524804435586727936
[1] https://twitter.com/Geekthedog/status/1525647848066453504
[1] https://twitter.com/i/web/status/1528636229834637316

Top URLs in Tweet in G2:
[20] https://twitter.com/i/spaces/1LyxBoNYbpYKN
[17] https://www.gothamjiujitsu.com/women_self_defense
[14] https://www.gothamjiujitsu.com/no_gi_brazilian_jiujitsu_training
[7] 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://exploresextalk.com/abuse/sexual/what-is-sexual-assault/?utm_source=twitter
[2] https://exploresextalk.com/sex/consent/when-can-consent-be-withdrawn/?utm_source=twitter
[1] https://www.google.com/url?q=https://www.independent.co.uk/voices/johnny-depp-trial-amber-heard-me-too-b2074063.html?amp

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


Top URLs in Tweet in G4:
[1] https://www.youtube.com/watch?v=JOP9nmzKDww

[1] https://twitter.com/eve_barlow/status/1538611960987602944
[1] https://twitter.com/FemCondition/status/1538841503769976834
[1] https://twitter.com/Eve_Barlow/status/1539475930258690049
[1] https://twitter.com/advocatingfreed/status/1523225581667905537
[1] https://twitter.com/i/web/status/1536031169095118849
[1] https://twitter.com/i/web/status/1305878882671833089

Top URLs in Tweet in G5:
[6] https://www.youtube.com/watch?v=XcMYz0ayiE0&feature=youtu.be

[2] https://freebeacon.com/politics/lawyers-repeatedly-flagged-illicit-politicking-dem-legal-strategy-group/
[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

[2] https://www.youtube.com/watch?v=B3C2xL7WDyk&feature=youtu.be

[1] https://www.foxnews.com/us/who-is-tina-tchen-the-attorney-linked-jussie-smollett-messages
[1] https://nypost.com/2020/12/01/sad-tale-of-times-up-and-hollywoods-failed-activism/
[1] https://twitter.com/i/web/status/1526442185167470592
[1] https://twitter.com/letshearthetru/status/1526721258695454720

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1534047070230827008
[1] https://twitter.com/i/web/status/1533746111382446081
[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/RebeccaFMusic/status/1531728238082392064

Top URLs in Tweet in G7:
[1] https://www.courttv.com/news/amber-heard-witness-statements-depp-blamed-the-monster-for-physical-verbal-abuse/
[1] https://twitter.com/LisaPfeff/status/1532347893205565441
[1] https://twitter.com/i/web/status/1538764890743136259
[1] https://twitter.com/i/web/status/1541446193024303105
[1] https://twitter.com/i/web/status/1528235153700450304
[1] https://twitter.com/i/web/status/1528235248084848640
[1] https://twitter.com/i/web/status/1528235280833994752
[1] https://twitter.com/i/web/status/1528230192501489669
[1] https://twitter.com/i/web/status/1528235361314304000
[1] https://twitter.com/i/web/status/1528235542441144320

Top URLs in Tweet in G8:
[2] https://music.apple.com/us/album/burning-bridges/714888687?i=714888822
[2] https://www.vanityfair.com/news/2022/05/elon-musk-flight-attendant-sexual-misconduct-allegations
[1] https://twitter.com/Compassioning/status/1534304557014126594?t=iQiVygncC_yDOrThMVvyRg&s=19
[1] http://timesupnow.org/
[1] https://twitter.com/PatNotPart/status/948518075267272710
[1] https://twitter.com/i/web/status/1085905864404348928
[1] https://twitter.com/atlas_women/status/1348557277993852928?t=5ImwCWfdacvKSE0ChGctAg&s=19
[1] https://ibanet-org.zoom.us/j/88227751394
[1] https://twitter.com/ShannonRSingh/status/1522474833149186050
[1] https://twitter.com/i/web/status/1539175812255064064

Top URLs in Tweet in G9:
[6] https://www.vanityfair.com/news/2020/11/donald-trump-post-white-house-prosecutions
[1] https://twitter.com/RyanLaughlinKOB/status/1027266721478918144
[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
[1] https://twitter.com/schfinkes/status/1529215945868070912
[1] https://twitter.com/betoorourke/status/1529312855417298947
[1] https://twitter.com/fotoartiste/status/1533656356644720640
[1] https://twitter.com/i/web/status/1534284649152782336

Top URLs in Tweet in G10:
[1] https://twitter.com/jim_jordan/status/1541822724762484736
[1] https://twitter.com/schwarz/status/1525920861777272833
[1] https://twitter.com/WeiserAlby/status/1528511572586377216
[1] https://twitter.com/NotJosieGrossy/status/1529279817094516743
[1] https://twitter.com/dc_diew/status/1531301605102039040
[1] https://twitter.com/dc_diew/status/1531623419338539010
[1] https://www.instagram.com/accounts/login/?next=/reel/CePBZPTg6Px/
[1] https://twitter.com/dc_diew/status/1538174307041431552
[1] https://twitter.com/i/web/status/1541244123457302528
[1] https://twitter.com/i/web/status/1534231806257598464

Top Domains
Top Domains in Tweet in Entire Graph:
[714] twitter.com
[270] youtube.com
[46] adweek.com
[41] twitch.tv
[32] karlyletomms.com
[31] gothamjiujitsu.com
[14] nrcc.org
[12] co.uk
[10] shesbirdie.com
[9] instagram.com

Top Domains in Tweet in G1:
[25] twitter.com

Top Domains in Tweet in G2:
[176] twitter.com
[31] gothamjiujitsu.com
[8] youtube.com
[7] instagram.com
[7] williamhazelgrove.com
[5] msn.com
[4] exploresextalk.com
[2] nypost.com
[2] washingtonpost.com
[2] amazon.com

Top Domains in Tweet in G3:
[180] youtube.com

Top Domains in Tweet in G4:
[6] twitter.com
[1] youtube.com

Top Domains in Tweet in G5:
[38] twitter.com
[21] youtube.com
[2] freebeacon.com
[2] nypost.com
[2] pagesix.com
[2] substack.com
[2] vice.com
[1] foxnews.com
[1] jezebel.com
[1] time.com

Top Domains in Tweet in G6:
[4] twitter.com
[1] thepetitionsite.com

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

Top Domains in Tweet in G8:
[27] twitter.com
[5] apple.com
[2] vanityfair.com
[1] timesupnow.org
[1] zoom.us
[1] ibanet.org
[1] opensea.io
[1] rollingstone.com
[1] youtube.com
[1] co.uk

Top Domains in Tweet in G9:
[24] twitter.com
[6] vanityfair.com

Top Domains in Tweet in G10:
[18] twitter.com
[2] youtube.com
[1] instagram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5421] timesup
[2837] metoo
[1606] mentoo
[348] micahfitzgerald
[348] vesselofmercygroup
[316] nft
[195] moment
[146] amberheard
[123] stocks
[122] painting



Top Hashtags in Tweet in G1:
[1454] timesup
[1440] metoo
[1385] mentoo
[12] johnnydepp
[11] amberheard
[7] justiceforjohnnydepp
[7] amberturd
[5] believeallwomen
[4] deppvsheard
[3] johnnydeppvsamberheard

Top Hashtags in Tweet in G2:
[442] timesup
[129] metoo
[33] mentoo
[22] selfdefense
[17] fightback
[15] women
[15] sexism
[15] nyc
[14] workout
[13] amberheard

Top Hashtags in Tweet in G3:
[348] metoo
[348] timesup
[348] micahfitzgerald
[348] vesselofmercygroup

Top Hashtags in Tweet in G4:
[39] timesup
[27] metoo
[19] mentoo
[5] justiceforjohnnydepp
[4] amberheard
[3] johnnydepp
[2] amberheardisaliar
[1] amberheardisanabuser
[1] chessyprout
[1] micheledauber

Top Hashtags in Tweet in G5:
[198] timesup
[119] metoo
[48] amberheard
[30] mentoo
[23] tinatchen
[22] micheledauber
[21] johnnydepp
[19] aclu
[19] lauraldunn
[18] chessyprout

Top Hashtags in Tweet in G6:
[24] timesup
[3] liampayne
[2] endthestunts
[1] endbabygate
[1] bbg
[1] endbbg
[1] larryisreal
[1] newyorktimes
[1] nytimes
[1] harrystyles

Top Hashtags in Tweet in G7:
[245] timesup
[128] metoo
[30] mentoo
[10] falseaccusers
[10] believewomen
[10] believemen
[7] johnnydepp
[7] amberheard
[4] hollywood
[3] falseaccusersbeware

Top Hashtags in Tweet in G8:
[114] timesup
[73] metoo
[47] nomore
[47] imwithher
[45] metoogr
[45] believewomen
[45] believesurvivors
[45] nomoore
[33] sexism
[8] whyistayed

Top Hashtags in Tweet in G9:
[83] timesup
[9] gop
[7] cheats
[7] traitors
[6] guncontrol
[6] con
[6] blackamerican
[6] timetomove
[5] gunculturecult
[4] truthmatters

Top Hashtags in Tweet in G10:
[107] timesup
[52] 2ndamendment
[7] metoo
[5] amerikkkankkkonspiracy
[3] theendisnigh
[2] january6thhearings
[2] trump
[2] ww3
[2] msm
[2] thatumbrellaguy

Top Words
Top Words in Tweet in Entire Graph:
[5419] #timesup
[2820] #metoo
[1818] time
[1605] #mentoo
[1584] woman
[1578] ellisgreg
[1553] victim
[1517] abuser
[1502] female
[1480] criminal

Top Words in Tweet in G1:
[1475] ellisgreg
[1454] #timesup
[1440] #metoo
[1385] #mentoo
[1385] victim
[1384] time
[1380] abuser
[1379] female
[1379] criminal
[1379] woman

Top Words in Tweet in G2:
[442] #timesup
[128] #metoo
[60] women
[42] time
[32] #mentoo
[26] more
[22] #selfdefense
[20] defense
[19] one
[18] being

Top Words in Tweet in G3:
[348] #metoo
[348] #timesup
[348] #micahfitzgerald
[348] #vesselofmercygroup
[346] thekellybarrett
[180] co
[180] pyjypwrez9
[168] hey
[168] slimy
[168] snake

Top Words in Tweet in G4:
[286] heard
[285] amber
[278] johnny
[278] depp
[271] winonasrider
[268] audio
[267] here's
[263] abusing
[259] abuse
[259] help

Top Words in Tweet in G5:
[198] #timesup
[117] #metoo
[48] #amberheard
[44] letshearthetru
[43] amber
[39] women
[30] #mentoo
[29] heard
[26] movement
[25] kaplan

Top Words in Tweet in G6:
[338] michael
[200] rebeccafmusic
[170] 2022
[170] away
[169] prince
[169] spoke
[169] george
[169] jackson
[169] nina
[169] simone

Top Words in Tweet in G7:
[245] #timesup
[174] roaringrapids22
[149] amber
[128] #metoo
[123] roberta
[119] kaplan
[119] founded
[118] legal
[117] heard's
[117] former

Top Words in Tweet in G8:
[114] #timesup
[73] #metoo
[47] #nomore
[47] #imwithher
[45] #metoogr
[45] #believewomen
[45] #believesurvivors
[45] #nomoore
[38] thanasis_apla
[33] #sexism

Top Words in Tweet in G9:
[83] #timesup
[21] potus
[15] gop
[12] nra
[9] #gop
[8] joebiden
[8] over
[7] going
[7] time
[7] #cheats

Top Words in Tweet in G10:
[107] #timesup
[52] amend
[52] #2ndamendment
[10] fetlife
[9] nytimes
[8] foxnews
[7] time
[7] amerikkkan
[7] kkkonspiracy
[7] #metoo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1846] #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:
[1387] #timesup,#metoo
[1380] time,#mentoo
[1379] ellisgreg,#timesup
[1379] #metoo,time
[1379] #mentoo,female
[1379] female,abuser
[1379] abuser,criminal
[1377] victim,woman
[1319] imperfect,victim
[1317] criminal,imperfect

Top Word Pairs in Tweet in G2:
[55] #metoo,#timesup
[52] #timesup,#metoo
[22] #metoo,#mentoo
[17] self,defense
[12] amber,heard
[11] #nyc,#newyork
[10] women,self
[9] #rainn,#selfdefense
[9] #selfdefense,#assault
[9] #sexism,#timesup

Top Word Pairs in Tweet in G3:
[180] #vesselofmercygroup,#micahfitzgerald
[180] #micahfitzgerald,co
[180] co,pyjypwrez9
[180] pyjypwrez9,#timesup
[180] #timesup,#metoo
[179] thekellybarrett,#vesselofmercygroup
[168] #metoo,#timesup
[168] #timesup,#micahfitzgerald
[168] #micahfitzgerald,#vesselofmercygroup
[168] #vesselofmercygroup,hey

Top Word Pairs in Tweet in G4:
[283] amber,heard
[278] johnny,depp
[267] here's,audio
[258] tw,abuse
[258] abuse,survivors
[258] survivors,here's
[258] audio,amber
[258] heard,mocks
[258] mocks,johnny
[258] depp,calling

Top Word Pairs in Tweet in G5:
[62] #metoo,#timesup
[29] #timesup,#metoo
[27] amber,heard
[23] johnny,depp
[22] roberta,kaplan
[18] feed,find
[18] find,#amberheard
[18] #amberheard,connected
[18] connected,#chessyprout
[18] #chessyprout,#micheledauber

Top Word Pairs in Tweet in G6:
[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 G7:
[119] roberta,kaplan
[119] founded,#timesup
[117] kaplan,amber
[117] amber,heard's
[117] heard's,former
[117] former,attorney
[117] attorney,co
[117] co,founded
[117] #timesup,legal
[117] legal,defense

Top Word Pairs in Tweet in G8:
[61] #metoo,#timesup
[45] #metoogr,#metoo
[45] #timesup,#believewomen
[45] #believewomen,#believesurvivors
[45] #believesurvivors,#nomore
[45] #nomore,#nomoore
[44] #nomoore,#imwithher
[33] #imwithher,#sexism
[11] ibaevents,war
[11] war,crimes

Top Word Pairs in Tweet in G9:
[7] #gop,#cheats
[7] #cheats,#traitors
[6] #traitors,#con
[6] #timesup,#timetomove
[6] #timetomove,potus
[6] potus,mike_pence
[6] mike_pence,robreiner
[6] robreiner,maddow
[6] maddow,11thhour
[5] thing,troll

Top Word Pairs in Tweet in G10:
[52] amend,#2ndamendment
[52] #2ndamendment,#timesup
[7] amerikkkan,kkkonspiracy
[7] kkkonspiracy,#timesup
[5] #amerikkkankkkonspiracy,#timesup
[4] foxnews,nytimes
[4] nytimes,fetlife
[4] fetlife,johnbaku
[3] #timesup,#metoo
[3] littlesissycin1,foxnews

Top Replied-To
Top Replied-To in Entire Graph:
@thatumbrella
@ellisgreg
@elonmusk
@jackposobiec
@nytimes
@skynews
@tmz
@borisjohnson
@joncoopertweets
@metoomvmt

Top Replied-To in G1:
@ellisgreg
@lunarod
@armarisvazquez
@mensurvivetoo
@xhyuck
@lizbethne30
@1atomikpunk

Top Replied-To in G4:
@pizzakatzen
@southeartlady
@therealitycomix
@phxrisingamb
@okurrrih

Top Replied-To in G5:
@thatumbrella
@colonelkurtz99
@katwolfdancer
@stevencrowley
@drproudman
@xsocialopen
@angenette5
@sopran12529640
@jamielie100
@50lux14

Top Replied-To in G6:
@rebeccafmusic
@omgl2022
@endbbgnow
@bmg
@halsey

Top Replied-To in G7:
@metoomvmt
@analesdey
@lakotadi
@barbaraanne123
@belladonnarulz
@rando_firefly
@tmz
@ktn12201
@farrartina1212
@leigh_st2

Top Replied-To in G8:
@elonmusk
@rollingstone
@kylegriffin1
@americaferrera
@atlas_women
@dearsarah
@katekelton
@carolineheldman
@tgreywolfe1

Top Replied-To in G9:
@potus
@cawthornfornc
@happycrazytown
@laurenboebert
@whipclyburn
@maverickander10
@anthonyzenkus
@speakerpelosi
@justicethomas67

Top Replied-To in G10:
@jackposobiec
@acyn
@nytimes
@jim_jordan
@repvaldemings
@davidmweissman
@ronfilipkowski
@foxnews
@ronnyjacksontx
@kenolin1

Top Mentioned
Top Mentioned in Entire Graph:
@ellisgreg
@thekellybarrett
@winonasrider
@roaringrapids22
@rebeccafmusic
@googleexpertuk
@adylady9969
@shondarhimes
@taranaburke
@housingfirstuk

Top Mentioned in G1:
@ellisgreg
@taranaburke
@roaringrapids22
@lbjeff4
@winonasrider
@msmelchen
@tetrispherejon7
@christinapykles
@lizbethne30

Top Mentioned in G2:
@kswiftthegreat
@mojosiedlak
@exploresextalk
@binettenine
@curtis4missouri
@restructures
@studiox84053843

Top Mentioned in G3:
@thekellybarrett

Top Mentioned in G4:
@winonasrider
@ellisgreg
@leauxmein
@tasteofsanity
@letshearthetru
@joshuamcintron
@knesix
@eve_barlow
@ashz011
@boterostar

Top Mentioned in G5:
@letshearthetru
@youtube
@asranomani
@laurabockov
@roaringrapids22
@ellisgreg
@aclu
@nbedera
@reutersshowbiz
@thatumbrella

Top Mentioned in G6:
@rebeccafmusic
@28nicewaves
@em_csr
@louspoliceman
@tpwklayla28
@isharrypride
@grldetective28
@xnotobeard
@winonasrider

Top Mentioned in G7:
@roaringrapids22
@ellisgreg
@metoomvmt
@tmz
@fleetstsweeney
@yulifanofmj
@justice4jdband
@winonasrider
@rando_firefly
@letshearthetru

Top Mentioned in G8:
@thanasis_apla
@ibaevents
@danyachaikel
@timesupnow
@elonmusk
@gpgirl31
@roarquette
@oprah
@compassioning
@mirasorvino

Top Mentioned in G9:
@potus
@gop
@nra
@joebiden
@mike_pence
@robreiner
@maddow
@11thhour
@senategop

Top Mentioned in G10:
@foxnews
@fetlife
@johnbaku
@nytimes
@lindseygrahamsc
@tedcruz
@hillaryclinton
@piersmorgan
@marcorubio
@dnc

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@sectest9
@matthewtwihard
@mistersalesman
@gambiste1
@tinamarie_80s
@joni_looking
@cybersecurityn8
@independent
@jfsebastian146

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

Top Tweeters in G2:
@gambiste1
@education_24x7
@carstairskyuexo
@godkingplus
@talentedladies
@rocketman46
@yulandajones
@hallwayhighway
@speedqueenie
@pandadollbaby

Top Tweeters in G3:
@dkdk459
@blkb_blkb
@empleostripalis
@profmikhailov
@aleksandrnaumc5
@ethan_laurent87
@andresg05278127
@rein4chan1111
@rraods
@lucissilva21

Top Tweeters in G4:
@everian777
@heenamtaediva
@mannumellow
@jstayskickinit
@ofdresistance
@computeblu
@wickedwone
@vibrantankles
@queenofdesertt
@mautarsha1

Top Tweeters in G5:
@tudortweep
@britonanddane
@earlworthington
@rodriguez_linda
@book_tribe
@tmz
@_loveinvain
@notcapnamerica
@timpanist
@ramasscreen

Top Tweeters in G6:
@lesbianyog
@iamotherguy
@gmichaelbot
@lovealw28s
@sqawbaby63
@tonilovely2
@bigblues1dlwt
@whenuknowuknowx
@_mirosu_
@nickybazan

Top Tweeters in G7:
@jot_au
@thr
@pixiedust5135
@idawhannadoyou
@resinanian
@eryngreenfield
@julietrosejames
@darkselene3
@lady_pirate
@lizyeld

Top Tweeters in G8:
@2thedogpound
@billboard
@graffiti_sf
@leckerc
@rtartboost
@cloudatlas_47
@pattyarquette
@cbsmornings
@rollingstone
@braincures

Top Tweeters in G9:
@latimes
@remirol1956
@cbsnews
@aulstrue
@tucsonrosie2001
@houstonchron
@33kindnessrulz
@mujerpescado
@amoneyresists
@2000_4runner

Top Tweeters in G10:
@jorge_c_ny
@thesun
@foxnews
@nytimes
@b52malmet
@mackette52
@joncoopertweets
@davidmweissman
@ungerbn103
@talksport