#timesup, Twitter, 3/19/2022 2:36:34 AM, 273242


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#timesup_2022-03-18_19-12-00.xlsx
#timesup_2022-03-18_19-12-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2022
Short Description:
#timesup via NodeXL https://bit.ly/34WxP0y
@borgesmelie
@senschumer
@firstthemnews
@potus
@sherriandsherri
@janetted
@chrometwenty3
@slimjim2123
@b_bunny_pos
@fredtho28943397

Top hashtags:
#timesup
#metoo
#chrome23
#queensgetthemoney
#firstthem
#vawa
#vawa4all

Description:
Description
The graph represents a network of 7,889 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, 19 March 2022 at 02:20 UTC.

The requested start date was Saturday, 19 March 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 76-day, 8-hour, 21-minute period from Friday, 31 December 2021 at 22:07 UTC to Friday, 18 March 2022 at 06:29 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 : 7889
Unique Edges : 5584
Edges With Duplicates : 11015
Total Edges : 16599
Number of Edge Types : 5
Replies to : 1032
Retweet : 4182
MentionsInRetweet : 6212
Tweet : 1527
Mentions : 3646
Self-Loops : 1713
Reciprocated Vertex Pair Ratio : 0.0133949191685912
Reciprocated Edge Ratio : 0.0264357338195077
Connected Components : 1241
Single-Vertex Connected Components : 528
Maximum Vertices in a Connected Component : 4033
Maximum Edges in a Connected Component : 10531
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.012738
Graph Density : 0.000141028782470367
Modularity : 0.534631
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,889 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, 19 March 2022 at 02:20 UTC.

The requested start date was Saturday, 19 March 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 76-day, 8-hour, 21-minute period from Friday, 31 December 2021 at 22:07 UTC to Friday, 18 March 2022 at 06:29 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:
[104] https://www.youtube.com/watch?v=fT4gYMuljKY&feature=youtu.be

[51] https://www.theguardian.com/australia-news/2022/jan/31/australias-future-fund-has-invested-over-90m-in-weapons-manufacturer-raytheon?CMP=Share_iOSApp_Other
[39] https://www.youtube.com/watch?v=I7hYT_N0mqo&feature=youtu.be

[34] https://www.karlyletomms.com/single-post/2018/01/07/MeToo
[32] https://solo.to/chrometwenty3
[25] https://www.news.com.au/world/north-america/ghislaine-maxwell-to-reveal-identity-of-8-john-does/news-story/ebb83f048dcab2d09fa265f9ef444d6d
[20] https://www.youtube.com/watch?v=Dk9pSdwwa0A

[18] https://www.gothamjiujitsu.com/women_self_defense
[15] https://www.karlyletomms.com/
[14] https://open.spotify.com/album/15iSDwFT8WODC7Quu91UK0?si=09Ig0Gl8Sg6dIK-_ca-nzw

Top URLs in Tweet in G1:
[11] https://www.reuters.com/legal/government/1970s-relic-no-more-equal-rights-amendment-is-about-take-effect-or-not-2022-01-25/
[7] https://www.vanityfair.com/news/2020/11/donald-trump-post-white-house-prosecutions
[6] https://www.newyorker.com/news/daily-comment/a-reckoning-with-women-awaits-trump
[6] https://www.vice.com/en_ca/article/59ab95/trumps-treatment-of-women-not-russia-will-bring-him-down
[3] https://www.nbcnews.com/politics/donald-trump/stormy-daniels-sues-trump-says-hush-agreement-invalid-because-he-n854246
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=e3d0bdba-7b51-11ec-856f-6d5271646f46&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wMS0yMS9tLW0tcy1nZXQtcmVmcmVzaGVkLWxvb2stZ2VuZGVyLWltYmFsYW5jZS1yZW1haW5z
[2] https://www.philly.com/opinion/commentary/robert-kraft-prostitution-jeffrey-epstein-sex-slavery-trump-20190224.html?__vfz=medium%3Dsharebar
[2] https://twitter.com/JanetteD/status/1492213265010774021?s=20&t=PQeTz2vitiBcs0hbWVZE-A
[2] http://interactive.unwomen.org/multimedia/infographic/violenceagainstwomen/en/index.html
[1] https://twitter.com/i/web/status/1501615775622344706

Top URLs in Tweet in G2:
[34] https://www.karlyletomms.com/single-post/2018/01/07/MeToo
[18] https://www.gothamjiujitsu.com/women_self_defense
[15] https://www.karlyletomms.com/
[13] https://www.gothamjiujitsu.com/no_gi_brazilian_jiujitsu_training
[10] http://williamhazelgrove.com/madam-president-recommended-in-the-new-york-times/
[3] https://harbourpublishing.com/collections/meg-hickling
[2] https://twitter.com/i/spaces/1MnGnkzomEMJO
[2] https://okt.to/93ziXB
[2] https://web.hr.com/yow32?utm_medium=social&utm_campaign=HRmAdvocacy&utm_source=Vendor+Sales+(Webcasts+&+Virtual+Events)&utm_content=L+Li_751
[2] https://web.hr.com/yow32?utm_medium=social&utm_campaign=HRmAdvocacy&utm_source=Vendor+Sales+(Webcasts+&+Virtual+Events)&utm_content=T+Bu_750

Top URLs in Tweet in G3:
[104] https://www.youtube.com/watch?v=fT4gYMuljKY&feature=youtu.be

[32] https://solo.to/chrometwenty3
[11] http://www.hot97.com/
[1] https://twitter.com/i/web/status/1495128845032333317
[1] https://twitter.com/i/web/status/1494831015147286533
[1] https://twitter.com/i/web/status/1494831086739861504
[1] https://twitter.com/i/web/status/1494907870399414273
[1] https://twitter.com/i/web/status/1494398375067889666
[1] https://www.instagram.com/accounts/login/?next=/p/CZiQch4q-FQ/

Top URLs in Tweet in G4:
[2] https://act.weareultraviolet.org/sign/VAWA_Senate_Vote?akid=s1246895..mV4M2q
[2] https://act.weareultraviolet.org/sign/VAWA_Senate_Vote?akid=s1246785.._YdgXE
[1] https://act.weareultraviolet.org/sign/DOJ_RapeKits?akid=s1251429..RvFXHq
[1] https://twitter.com/i/web/status/1503084286819409923
[1] https://twitter.com/i/web/status/1494319058145185799
[1] https://act.weareultraviolet.org/sign/DOJ_RapeKits
[1] https://act.weareultraviolet.org/sign/VAWA_Senate_Vote?akid=s1246772..QvOCqx
[1] https://act.weareultraviolet.org/sign/DOJ_RapeKits?akid=s1251484..ZCVm-w
[1] https://act.weareultraviolet.org/sign/DOJ_RapeKits?akid=s1251478..9NI14e
[1] https://act.weareultraviolet.org/sign/VAWA_Senate_Vote?akid=s1246869..ehFnXU

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/1494859867919634434
[1] https://twitter.com/i/web/status/1495182892284407810
[1] https://twitter.com/i/web/status/1501511346852175880
[1] https://twitter.com/cov_gretchen/status/1493603341452161025
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271543
[1] https://podcasts.google.com/feed/aHR0cHM6Ly9wb2RjYXN0ZmVlZHMubmJjbmV3cy5jb20vcmFjaGVsbWFkZG93/episode/M2RjNzQ2ZjUtYTVkMC00NGYwLWFhM2QtMWI1ZGIyN2Q4NGIw?ep=14

Top URLs in Tweet in G6:
[1] https://twitter.com/princessinblue2/status/1502138525365460996
[1] https://twitter.com/canonbowque/status/1471627475889405961
[1] https://twitter.com/i/web/status/1481731462445551619
[1] https://twitter.com/surviving_lada/status/1504094030963085314
[1] https://twitter.com/shades_dirty/status/1497982252835299330
[1] https://twitter.com/FlossGriffiths/status/1481365959088738315
[1] https://twitter.com/drproudman/status/1478040961288753153
[1] https://twitter.com/cackle76/status/1480238596900671493
[1] https://www.cbc.ca/news/canada/thunder-bay/police-service-complaints-1.6321604
[1] https://twitter.com/susanrabichuk/status/1486707453958012929

Top URLs in Tweet in G7:
[2] https://www.nytimes.com/2019/03/20/us/politics/clarence-thomas-speaks-supreme-court.html
[1] https://twitter.com/i/web/status/1501298676303597580
[1] https://www.youtube.com/watch?app=desktop&v=YCA9Jo8Imw0&t=610s
[1] https://twitter.com/blazetv/status/1248460697362673664
[1] https://twitter.com/fairynaa10/status/1264359934298374150
[1] https://twitter.com/LillyJane916/status/1392320712946458626
[1] https://twitter.com/ACLU/status/1172915913957396480
[1] https://twitter.com/an_elf_pirate/status/1502361774498136064
[1] https://twitter.com/FemCondition/status/1495048290450255875
[1] https://twitter.com/An_elf_pirate/status/1496895906032984069

Top URLs in Tweet in G8:
[49] https://www.theguardian.com/australia-news/2022/jan/31/australias-future-fund-has-invested-over-90m-in-weapons-manufacturer-raytheon?CMP=Share_iOSApp_Other
[2] https://www.theguardian.com/environment/2022/feb/16/foi-documents-reveal-plan-to-skip-federal-environmental-approvals-for-some-projects?CMP=Share_iOSApp_Other
[2] https://twitter.com/Captain_Chaos_X/status/1496274388588855299
[1] https://www.legalaid.vic.gov.au/about-us/news/urgent-law-reform-needed-to-prevent-sexual-harassment-work
[1] https://www.sbs.com.au/news/article/attorney-general-confirms-federal-integrity-commission-wont-proceed-before-election/z4yck0cug
[1] https://www.theguardian.com/australia-news/2021/dec/31/nsw-and-victoria-unable-to-explain-how-covid-rapid-antigen-tests-will-be-distributed-to-vulnerable?CMP=Share_iOSApp_Other
[1] https://www.abc.net.au/news/2022-01-03/morrison-resists-free-rapid-antigen-testing-for-covid/100735518
[1] https://www.theguardian.com/australia-news/2022/jan/22/locals-devastated-after-whitehaven-coal-allowed-to-bury-used-tyres-at-maules-creek-mine?CMP=Share_iOSApp_Other
[1] https://theaimn.com/theres-a-sense-of-disbelief-at-morrisons-ignorance-lying-arrogance-and-supposed-christianity/
[1] https://www.thesaturdaypaper.com.au/news/politics/2022/01/29/hospital-plan-try-very-hard-avoid-getting-covid-until-march/164337480013222

Top URLs in Tweet in G9:
[1] https://torontosun.com/news/world/crime-hunter-royal-edition-should-queen-be-bailing-out-prince-andrew

Top URLs in Tweet in G10:
[1] https://www.pslhub.org/learn/culture/whistle-blowing/the-right-%E2%80%93-and-duty-%E2%80%93-of-nhs-staff-to-speak-up-r2340/
[1] https://www.youtube.com/watch?v=TlhfHTzloig&feature=youtu.be

[1] https://www.stylist.co.uk/long-reads/westminster-sexual-harassment-scandal-anniversary-womens-equality-party-mandu-reid/319726
[1] https://www.youtube.com/watch?v=Ja4Fms05c9k


Top Domains
Top Domains in Tweet in Entire Graph:
[916] twitter.com
[260] youtube.com
[229] weareultraviolet.org
[74] theguardian.com
[49] karlyletomms.com
[35] com.au
[32] solo.to
[31] gothamjiujitsu.com
[26] co.uk
[25] spotify.com

Top Domains in Tweet in G1:
[112] twitter.com
[11] reuters.com
[7] vanityfair.com
[6] newyorker.com
[6] vice.com
[4] nbcnews.com
[3] bloomberg.com
[2] philly.com
[2] unwomen.org
[2] nytimes.com

Top Domains in Tweet in G2:
[176] twitter.com
[49] karlyletomms.com
[31] gothamjiujitsu.com
[17] youtube.com
[14] msn.com
[12] instagram.com
[10] williamhazelgrove.com
[6] exploresextalk.com
[5] co.uk
[4] hr.com

Top Domains in Tweet in G3:
[104] youtube.com
[32] solo.to
[11] hot97.com
[5] twitter.com
[1] instagram.com

Top Domains in Tweet in G4:
[224] weareultraviolet.org
[175] twitter.com

Top Domains in Tweet in G5:
[4] twitter.com
[1] nodexlgraphgallery.org
[1] google.com

Top Domains in Tweet in G6:
[39] twitter.com
[1] cbc.ca
[1] ourcommons.ca

Top Domains in Tweet in G7:
[15] twitter.com
[2] youtube.com
[2] nytimes.com
[1] bigthink.com

Top Domains in Tweet in G8:
[57] theguardian.com
[13] twitter.com
[6] net.au
[3] com.au
[1] gov.au
[1] theaimn.com
[1] apple.news

Top Domains in Tweet in G9:
[1] torontosun.com

Top Domains in Tweet in G10:
[2] youtube.com
[1] pslhub.org
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4826] timesup
[1693] metoo
[468] chrome23
[348] queensgetthemoney
[242] firstthem
[206] vawa
[203] vawa4all
[203] vawa21
[89] women
[84] stopputin



Top Hashtags in Tweet in G1:
[367] timesup
[81] stopputin
[33] day1forera
[32] nms
[25] resist
[24] standwithukraine
[23] checkmate
[22] freenavalny
[21] metoo
[21] eranow

Top Hashtags in Tweet in G2:
[681] timesup
[182] metoo
[24] rainn
[22] women
[21] privatetraining
[18] womensday
[17] sexualassault
[17] inspirationalpeople
[17] transformation
[17] inspiringwomen

Top Hashtags in Tweet in G3:
[468] chrome23
[348] queensgetthemoney
[263] timesup
[22] hot97
[14] battlerap
[12] femalebattleleague
[12] triller
[12] ciroc
[11] blackhistory360
[5] c23

Top Hashtags in Tweet in G4:
[237] timesup
[227] metoo
[202] vawa
[201] vawa4all
[201] vawa21
[5] justiceiscoming
[2] putin
[2] lockthemallup
[2] savetexas
[2] saveamerica

Top Hashtags in Tweet in G5:
[55] timesup
[17] trumpup
[7] americafirst
[3] shambles
[3] shameless
[3] embarrassing
[3] andrew
[3] royals
[2] donottreadonme
[2] metoo

Top Hashtags in Tweet in G6:
[127] timesup
[57] speakyourtruth
[42] truthisacompletedefense
[28] metoo
[9] behindbluedoors
[8] blm
[6] timeforchange
[6] breakbluewallssilence
[4] breakthebluewallofsilence
[4] imwithher

Top Hashtags in Tweet in G7:
[141] timesup
[121] metoo
[64] abusehasnogender
[61] video
[49] activism
[49] whiteprivilege
[29] johnnydepp
[21] justiceforjohnnydepp
[17] amberheard
[12] truth

Top Hashtags in Tweet in G8:
[113] timesup
[66] lnpmustgo
[23] lnp
[18] scooterandtherorters
[14] auspol
[11] lnpcrooks
[8] morningcarlos
[8] labor
[8] biloela
[8] turnbull

Top Hashtags in Tweet in G9:
[175] timesup
[4] metoo
[4] gh

Top Hashtags in Tweet in G10:
[12] timesup
[8] metoo
[5] sexualharassment
[1] ftsu
[1] speakupabc
[1] upstanding
[1] upstanders
[1] unitedagainstbullying
[1] antibullying
[1] bystander

Top Words
Top Words in Tweet in Entire Graph:
[4820] #timesup
[1689] #metoo
[904] sexual
[807] women
[678] violence
[531] sign
[504] survivors
[496] firstthemnews
[483] tell
[480] presents

Top Words in Tweet in G1:
[366] #timesup
[103] putin
[75] #stopputin
[66] global
[43] eraminnesota
[42] potus
[41] terrorist
[40] #day1forera
[39] time
[39] more

Top Words in Tweet in G2:
[678] #timesup
[181] #metoo
[74] time
[62] women
[62] boundaries
[52] enough
[38] sexual
[35] people
[33] more
[31] know

Top Words in Tweet in G3:
[480] presents
[468] #chrome23
[424] chrometwenty3
[382] rap
[348] #queensgetthemoney
[346] remy
[346] ma
[327] 27
[327] 22
[263] #timesup

Top Words in Tweet in G4:
[603] violence
[429] tell
[427] survivors
[404] senschumer
[403] majority
[403] leader
[403] domestic
[403] sexual
[402] sign
[402] during

Top Words in Tweet in G5:
[55] #timesup
[25] fredtho28943397
[18] think
[17] god
[17] first
[17] going
[16] #trumpup
[16] love
[16] look
[15] red

Top Words in Tweet in G6:
[127] #timesup
[109] police
[81] bluedoors2021
[57] #speakyourtruth
[48] time
[45] first
[44] service
[42] board
[42] member
[42] #truthisacompletedefense

Top Words in Tweet in G7:
[141] #timesup
[121] #metoo
[64] #abusehasnogender
[61] #video
[54] jamesshala1
[51] show
[49] #activism
[49] #whiteprivilege
[48] bodycam
[48] footage

Top Words in Tweet in G8:
[113] #timesup
[87] ijenkins99
[71] rorting
[71] beyond
[66] #lnpmustgo
[49] wondered
[49] deep
[49] goes
[49] joke
[38] appalling

Top Words in Tweet in G9:
[175] #timesup
[170] taking
[170] action
[170] voting
[170] rights
[170] don
[170] endorsement
[170] vote
[170] respect
[169] electmikeharvey

Top Words in Tweet in G10:
[27] littlejanhere
[25] sexual
[19] back
[18] unfairly
[18] dismissed
[18] citb
[18] reporting
[18] predator
[18] fought
[18] clear

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[892] #metoo,#timesup
[423] sexual,violence
[410] domestic,sexual
[410] during,pandemic
[408] tell,majority
[408] majority,leader
[408] leader,senschumer
[408] senschumer,domestic
[407] violence,during
[407] pandemic,survivors

Top Word Pairs in Tweet in G1:
[38] #timesup,putin
[36] global,terrorist
[22] terrorist,putin
[19] non,stop
[16] #nms,#timesup
[15] dferriero,usnatarchives
[15] usnatarchives,#timesup
[15] #timesup,done
[15] #fileera,#eranow
[15] #eranow,#eramn

Top Word Pairs in Tweet in G2:
[104] #metoo,#timesup
[49] #timesup,#metoo
[26] self,defense
[23] enough,enough
[21] boundaries,actual
[21] actual,boundaries
[21] boundaries,determine
[21] determine,enough
[17] #inspirationalpeople,#women
[17] #women,#transformation

Top Word Pairs in Tweet in G3:
[370] presents,#chrome23
[346] remy,ma
[346] ma,presents
[327] 27,22
[322] chrometwenty3,remy
[243] female,rap
[243] rap,never
[243] never,same
[236] same,#timesup
[234] 22,female

Top Word Pairs in Tweet in G4:
[403] tell,majority
[403] majority,leader
[403] leader,senschumer
[403] senschumer,domestic
[403] domestic,sexual
[403] sexual,violence
[402] during,pandemic
[401] sign,tell
[401] violence,during
[401] pandemic,survivors

Top Word Pairs in Tweet in G5:
[15] red,friday
[15] friday,love
[15] love,vets
[15] vets,guns
[15] guns,american
[15] american,girls
[15] girls,god
[15] god,first
[15] first,look
[15] look,think

Top Word Pairs in Tweet in G6:
[41] police,board
[41] board,member
[40] first,time
[40] time,ve
[40] ve,seen
[40] seen,police
[40] member,whistleblow
[40] whistleblow,service
[40] service,times
[40] times,changing

Top Word Pairs in Tweet in G7:
[59] #metoo,#timesup
[48] bodycam,footage
[48] footage,didn
[48] didn,show
[48] show,saying
[48] saying,#abusehasnogender
[48] #abusehasnogender,#metoo
[48] #metoo,#activism
[48] #activism,#whiteprivilege
[48] #whiteprivilege,#video

Top Word Pairs in Tweet in G8:
[64] #timesup,#lnpmustgo
[49] wondered,deep
[49] deep,rorting
[49] rorting,goes
[49] goes,beyond
[49] beyond,joke
[49] joke,#timesup
[48] ijenkins99,wondered
[22] beyond,appalling
[22] appalling,lnp

Top Word Pairs in Tweet in G9:
[170] taking,action
[170] action,voting
[170] voting,rights
[170] rights,don
[170] don,endorsement
[170] endorsement,vote
[170] vote,respect
[170] respect,#timesup
[169] electmikeharvey,taking
[4] watch,gt

Top Word Pairs in Tweet in G10:
[18] unfairly,dismissed
[18] dismissed,citb
[18] citb,reporting
[18] reporting,sexual
[18] sexual,predator
[18] predator,fought
[18] fought,back
[18] back,clear
[18] clear,name
[18] name,proved

Top Replied-To
Top Replied-To in Entire Graph:
@justintrudeau
@tedcruz
@canadamoments
@reuters
@chrometwenty3
@shades_dirty
@borisjohnson
@mayorofla
@scottmorrisonmp
@mobinfiltrator

Top Replied-To in G1:
@tedcruz
@olganyc1211
@potus
@secblinken
@kremlinrussia_e
@melissaonline
@cnn
@christopherjm
@statedept
@droz

Top Replied-To in G2:

Top Replied-To in G3:
@chrometwenty3
@rapalert6
@kywiththatfye
@_raredefined
@sanrioboots
@olamiposialo

Top Replied-To in G4:
@stephaniej_dc
@johncena
@restlessnews
@bridgetphetasy

Top Replied-To in G5:
@ronfilipkowski
@resting98568500
@earlshayofaga
@ilhanmn
@louisbaq114
@columbiabugle
@jameselliott
@tornadostorm17
@desantisfan2024
@omgness4real

Top Replied-To in G6:
@shades_dirty
@serpicodet
@mobinfiltrator
@sharon_zehr
@regnatp
@calltoactivism
@thejagmeetsingh
@publicarepolice
@ottawapolice
@timesupcanada

Top Replied-To in G7:
@ap
@doughyman5
@istanbulyoga
@southerngirltea
@gwennafran
@valorie_ep
@alghasiial
@alexanovak4
@eve_barlow
@colonelkurtz99

Top Replied-To in G8:
@havenaar64
@michelescheffl1
@michael61058663
@carolt2212
@dryblowhole
@northway_debbie
@frankchoy1
@imusing
@robynkosmider
@juliadaydrummer

Top Replied-To in G9:
@nancyleegrahn

Top Replied-To in G10:
@anybodybutberti
@bullyingalberta
@mlindsay122015

Top Mentioned
Top Mentioned in Entire Graph:
@firstthemnews
@senschumer
@chrometwenty3
@realremyma
@electmikeharvey
@mmm_hiyo
@remyma
@hot97
@ijenkins99

Top Mentioned in G1:
@eraminnesota
@potus
@janetted
@b_bunny_pos
@thejusticedept
@dferriero
@usnatarchives
@gop
@docrocktex26
@eracoalition

Top Mentioned in G2:
@mojosiedlak
@_dipikar
@exploresextalk
@rosemaecooper
@oshunpublicaton
@alienloveprince
@ashleygjovik
@onioluwafunmi

Top Mentioned in G3:
@chrometwenty3
@realremyma
@remyma
@hot97
@withregram
@firstthemnews
@jones9402007
@chrisclip
@talkingblogger

Top Mentioned in G4:
@senschumer
@justicedept
@co_rapunzel4
@sharestruth
@wildwillow65
@mtnmd
@pattikimble
@kjoerwin
@agavecorn
@restlessnews

Top Mentioned in G5:
@fredtho28943397
@earlshayofaga
@seanhannity
@jetson77
@foxnews
@newsmax
@tuckercarlson
@ingrahamangle
@theleoterrell
@thefive

Top Mentioned in G6:
@bluedoors2021
@caryryan14
@cackle76
@sharon_zehr
@sherriandsherri
@charlieangusndp
@ottawapolice
@serpicodet
@flossgriffiths

Top Mentioned in G7:
@jamesshala1
@roaringrapids22
@zellnerlaw
@blablablubb1985
@wescravenss
@winonasrider
@neverland_ecila
@eve_barlow
@thatumbrella
@erinmoriarty20

Top Mentioned in G8:
@ijenkins99
@caramia200
@adylady9969
@viclegalaid
@albomp
@davidbewart
@kkeneally
@robynkosmider
@northway_debbie
@dryblowhole

Top Mentioned in G9:
@electmikeharvey
@huntertosun
@thetorontosun
@nelliebranco
@nancyleegrahn

Top Mentioned in G10:
@littlejanhere
@proftimnoakes
@braincures
@nicochan33
@marikasboros
@reddit
@rogerkline
@nhsproviders
@matthew_weaver
@normanlamb

Top Tweeters
Top Tweeters in Entire Graph:
@tmobilehelp
@rk70534
@spotifycares
@lennaleprena
@geoffrey_payne
@independent
@inabster
@davidbewart
@elespectador
@backstorymom1

Top Tweeters in G1:
@thehill
@business
@docrocktex26
@memeburk
@cynicalvision50
@michaelsen_erik
@cnbc
@mcassara143
@tblackwe85
@abc

Top Tweeters in G2:
@karlyle_tomms
@renenow
@tvobsesssed
@talentedladies
@rocketman46
@sensimilliea
@khadymany
@parvizkhazaei1
@milanpaurich
@stopvirtuastalk

Top Tweeters in G3:
@_leeeeeeeez
@teijimack
@mizzcreme
@slimjim2123
@mrlavaland
@prymetymej3
@dreww_frasss
@luemcclain
@zmoney220
@djtrizzytrip

Top Tweeters in G4:
@rk70534
@wildwillow65
@jamestoupin
@davidlance3
@cheryl_marlin
@digyoursoul
@reevynap
@redot2005
@sevenbowie
@howyofwi

Top Tweeters in G5:
@thereseosulliv2
@ewindham3
@zerohedge
@foxnews
@michellmybell1
@jameselliott
@jojodan11592387
@vincegottalotta
@ladyoftheocean1
@calmecam

Top Tweeters in G6:
@rousseauagnes
@realtuckfrumper
@kelownascott
@anne_tappe
@char_lawyer
@answerallman
@robinedgar
@nbcnewyork
@laserhaas01
@totigerlilly

Top Tweeters in G7:
@ap
@muddyinpb
@kate97417476
@sbarrbrisebois
@powercutmusic
@la77465262
@dodythefirst
@gobuxgal
@ladybuck44
@bsbfan558

Top Tweeters in G8:
@lennaleprena
@davidbewart
@minhkular
@sallyrmelb
@blanketcrap
@darylgibson
@raywilton4
@ochreblue
@letsroc137
@northway_debbie

Top Tweeters in G9:
@reneevoicebrand
@michelejeanson1
@vmbritsch
@loraanem
@beverlyfolkers
@victory1261
@myradsirois1
@barbcast60
@annie5133
@wolfiemouse

Top Tweeters in G10:
@marting8177
@kellyrek
@ignaciovalle3
@nicochan33
@drumeshprabhu
@georgegalloway
@tristramwyatt
@wickedfairysad
@legant66
@buckleyswartz


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