#timesup, Twitter, 3/5/2022 3:37:54 AM, 272525


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#timesup_2022-03-04_19-12-00.xlsx
#timesup_2022-03-04_19-12-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 05, 2022
Short Description:
#timesup via NodeXL https://bit.ly/3IRnPo8
@firstthemnews
@senschumer
@borgesmelie
@potus
@janetted
@slimjim2123
@chrometwenty3
@botforequality
@sherriandsherri
@taranaburke

Top hashtags:
#timesup
#metoo
#chrome23
#queensgetthemoney
#firstthem
#vawa
#vawa4all
#vawa21

Description:
Description
The graph represents a network of 7,573 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, 05 March 2022 at 03:23 UTC.

The requested start date was Saturday, 05 March 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 70-day, 4-hour, 6-minute period from Friday, 24 December 2021 at 02:14 UTC to Friday, 04 March 2022 at 06:21 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 : 7573
Unique Edges : 5368
Edges With Duplicates : 11165
Total Edges : 16533
Number of Edge Types : 5
Retweet : 4356
MentionsInRetweet : 6357
Mentions : 3455
Replies to : 977
Tweet : 1388
Self-Loops : 1563
Reciprocated Vertex Pair Ratio : 0.012022378288299
Reciprocated Edge Ratio : 0.0237591155022348
Connected Components : 1122
Single-Vertex Connected Components : 464
Maximum Vertices in a Connected Component : 4003
Maximum Edges in a Connected Component : 10996
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 7.101456
Graph Density : 0.000148266330275441
Modularity : 0.518612
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,573 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, 05 March 2022 at 03:23 UTC.

The requested start date was Saturday, 05 March 2022 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 70-day, 4-hour, 6-minute period from Friday, 24 December 2021 at 02:14 UTC to Friday, 04 March 2022 at 06:21 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:
[107] https://ew.com/article/1997/05/02/indecent-proposal-set-apt-pupil/
[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
[41] https://www.youtube.com/watch?v=I7hYT_N0mqo&feature=youtu.be

[33] 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/

Top URLs in Tweet in G1:
[18] https://www.gothamjiujitsu.com/women_self_defense
[12] https://www.gothamjiujitsu.com/no_gi_brazilian_jiujitsu_training
[9] http://williamhazelgrove.com/madam-president-recommended-in-the-new-york-times/
[5] https://www.dianafletcher.com/post/castrationculture
[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
[2] https://redirect.viglink.com/?u=https://www.fromyouflowers.com/occasion/valentines-day-flowers-gifts&key=29490908b87a40e6c763503be74bcfaf&prodOvrd=WRA&type=CE&opt=false

Top URLs in Tweet in G2:
[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 G3:
[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=s1251452..gobSkw
[1] https://act.weareultraviolet.org/sign/DOJ_RapeKits?akid=s1251457..fRjOr2
[1] https://twitter.com/i/web/status/1494101955286732806
[1] https://act.weareultraviolet.org/sign/DOJ_RapeKits?akid=s1251450..sUTBCF
[1] https://act.weareultraviolet.org/sign/DOJ_RapeKits?akid=s1251467..RIpZ3_
[1] https://act.weareultraviolet.org/sign/VAWA_Senate_Vote?akid=s1246009..FDeV45
[1] https://act.weareultraviolet.org/sign/DOJ_RapeKits?akid=s1251441..uWMM81
[1] https://twitter.com/i/web/status/1494085960333594625

Top URLs in Tweet in G4:
[11] https://www.reuters.com/legal/government/1970s-relic-no-more-equal-rights-amendment-is-about-take-effect-or-not-2022-01-25/
[8] https://www.vanityfair.com/news/2020/11/donald-trump-post-white-house-prosecutions
[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/JanetteD/status/1497114807195082754?s=20&t=lH9LcDMokWr7Q9nrYsbJeg
[1] https://twitter.com/navalny/status/1451213563054497793
[1] https://twitter.com/JanetteD/status/1483662603897430019?s=20
[1] https://twitter.com/i/web/status/1490935795854626816
[1] https://twitter.com/i/web/status/1494717375421235202
[1] https://twitter.com/ruthbenghiat/status/1498800309241585668

Top URLs in Tweet in G5:
[12] https://www.jpost.com/israel-news/article-690259
[10] https://twitter.com/i/events/1474083418384175111
[2] https://www.dailymail.co.uk/news/article-10327339/Woke-Chicago-Lutheran-church-invites-newly-ordained-pastor-hold-drag-queen-story-hour-kids.html
[2] https://www.kitv.com/story/43857868/5-men-arrested-for-child-sexual-exploitation-abuse
[1] https://www.ketv.com/article/pawnee-elementary-security-guard-arrested-alleged-sexual-assault-child-bellevue-police-sexual-assault/38596746
[1] https://people.com/tv/chris-noth-accused-of-sexual-assault-by-lisa-gentile/
[1] https://www.dailymail.co.uk/news/article-10336955/Fathers-roommate-arrested-rape-six-year-old-Arizona-girl.html
[1] https://www.mercurynews.com/2021/11/04/san-jose-community-officer-in-cop-threat-probe-now-arrested-on-child-porn-allegations
[1] https://kgab.com/imprisoned-cheyenne-sex-offender-dies-in-hospital/
[1] https://dfw.cbslocal.com/2021/12/23/anthony-gravely-arrested-kidnapping-sexually-assaulting-woman-parker-county-home/

Top URLs in Tweet in G6:
[1] https://twitter.com/BlueDoors2021/status/1488579414866763779
[1] https://twitter.com/cackle76/status/1497994628146073600
[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
[1] https://petitions.ourcommons.ca/en/Petition/Details?Petition=e-3812
[1] https://twitter.com/cackle76/status/1488228704589336593
[1] https://twitter.com/i/web/status/1495440885676486656
[1] https://twitter.com/FlossGriffiths/status/1481365959088738315

Top URLs in Tweet in G7:
[50] 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
[1] https://www.abc.net.au/news/2022-03-04/coal-fired-power-could-end-within-10-year-says-ian-macfarlane/100850994
[1] https://www.abc.net.au/news/2021-12-26/scott-morrison-tiktok-pm-chinese-social-media/100725804?utm_campaign=abc_news_web&utm_content=twitter&utm_medium=content_shared&utm_source=abc_news_web
[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
[1] https://www.abc.net.au/news/2022-02-02/richard-colbeck-defends-going-to-cricket-over-covid-committee/100799482

Top URLs in Tweet in G8:
[1] https://twitter.com/LauraBockov/status/1499074182893740033
[1] https://twitter.com/SPECTRE_Chief/status/1475531877989638146
[1] https://twitter.com/An_elf_pirate/status/1496895906032984069
[1] https://twitter.com/GretaAurora/status/1499388687410421760
[1] https://twitter.com/zellnerlaw/status/1496475913889923077
[1] https://www.courttv.com/news/amber-heard-witness-statements-depp-blamed-the-monster-for-physical-verbal-abuse/
[1] https://twitter.com/cookie_aunty/status/1474459814256328706
[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

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:
[107] https://ew.com/article/1997/05/02/indecent-proposal-set-apt-pupil/
[1] https://twitter.com/people/status/1491766938795659268
[1] https://www.youtube.com/watch?v=UjcFpsPvUdI&feature=youtu.be

[1] https://twitter.com/nikki07390972/status/1486374395916570627
[1] https://twitter.com/LADAOffice/status/1498793240526422016
[1] https://twitter.com/LADAOffice/status/1499077958782185473
[1] https://twitter.com/snlhostsintro/status/1491845318337388555
[1] https://twitter.com/i/web/status/1475201045244616719
[1] https://twitter.com/i/web/status/1475201645768327168
[1] https://twitter.com/i/web/status/1475275897066373124

Top Domains
Top Domains in Tweet in Entire Graph:
[872] twitter.com
[243] youtube.com
[225] weareultraviolet.org
[107] ew.com
[75] theguardian.com
[48] karlyletomms.com
[32] solo.to
[30] com.au
[30] gothamjiujitsu.com
[28] co.uk

Top Domains in Tweet in G1:
[162] twitter.com
[30] gothamjiujitsu.com
[12] youtube.com
[11] instagram.com
[9] williamhazelgrove.com
[5] dianafletcher.com
[4] co.uk
[4] hr.com
[4] exploresextalk.com
[3] theguardian.com

Top Domains in Tweet in G2:
[104] youtube.com
[32] solo.to
[11] hot97.com
[5] twitter.com
[1] instagram.com

Top Domains in Tweet in G3:
[220] weareultraviolet.org
[174] twitter.com

Top Domains in Tweet in G4:
[94] twitter.com
[11] reuters.com
[8] vanityfair.com
[2] unwomen.org
[1] middleeasteye.net
[1] change.org
[1] thepetitionsite.com
[1] youtube.com
[1] forbes.com
[1] usnews.com

Top Domains in Tweet in G5:
[27] twitter.com
[12] jpost.com
[4] cbslocal.com
[3] co.uk
[3] villages-news.com
[3] timesofisrael.com
[2] kitv.com
[2] nypost.com
[2] thebharatexpressnews.com
[2] foxnews.com

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

Top Domains in Tweet in G7:
[58] theguardian.com
[7] net.au
[3] com.au
[3] twitter.com
[1] theaimn.com
[1] apple.news

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

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

Top Domains in Tweet in G10:
[107] ew.com
[15] twitter.com
[1] youtube.com
[1] vulture.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4660] timesup
[1784] metoo
[468] chrome23
[348] queensgetthemoney
[337] firstthem
[206] vawa
[203] vawa4all
[203] vawa21
[166] silenceisviolence
[143] weasourselves



Top Hashtags in Tweet in G1:
[549] timesup
[136] metoo
[22] rainn
[20] privatetraining
[19] women
[19] selfdefense
[15] sexualassault
[14] inspirationalpeople
[14] transformation
[14] inspiringwomen

Top Hashtags in Tweet in G2:
[468] chrome23
[348] queensgetthemoney
[263] timesup
[22] hot97
[14] battlerap
[12] femalebattleleague
[12] triller
[12] ciroc
[11] blackhistory360
[6] firstthem

Top Hashtags in Tweet in G3:
[232] timesup
[223] metoo
[201] vawa
[200] vawa4all
[200] vawa21
[5] justiceiscoming
[2] lockthemallup
[2] savetexas
[2] saveamerica
[1] sanfrancisco

Top Hashtags in Tweet in G4:
[243] timesup
[76] stopputin
[33] day1forera
[23] resist
[22] freenavalny
[22] standwithukraine
[21] eranow
[21] metoo
[20] mnleg
[19] equalrightsamendment

Top Hashtags in Tweet in G5:
[330] firstthem
[250] metoo
[164] silenceisviolence
[154] timesup
[141] anopensecret
[141] weasourselves
[136] h1news
[8] teachers
[7] allbluelivesmatter
[6] whitehispanic

Top Hashtags in Tweet in G6:
[127] timesup
[56] speakyourtruth
[39] truthisacompletedefense
[24] metoo
[9] behindbluedoors
[8] blm
[6] breakbluewallssilence
[5] timeforchange
[4] imwithher
[3] breakthebluewallofsilence

Top Hashtags in Tweet in G7:
[95] timesup
[69] hillsong
[67] lnpmustgo
[23] lnp
[19] scooterandtherorters
[10] auspol
[8] turnbull
[8] labor
[8] biloela
[8] lnpdisgrace

Top Hashtags in Tweet in G8:
[105] timesup
[86] metoo
[35] amberheard
[30] believewomen
[17] justiceforjohnnydepp
[17] johnnydepp
[11] abusehasnogender
[11] truth
[9] video
[8] hollywood

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

Top Hashtags in Tweet in G10:
[155] timesup
[134] metoo
[9] letgo
[9] moveon
[9] next
[9] grace
[9] peace
[9] opportunityawaits
[9] lifelessons
[6] nataliewood

Top Words
Top Words in Tweet in Entire Graph:
[4655] #timesup
[1782] #metoo
[926] sexual
[830] firstthemnews
[765] women
[668] violence
[526] sign
[496] survivors
[480] presents
[475] tell

Top Words in Tweet in G1:
[547] #timesup
[136] #metoo
[58] time
[55] women
[31] know
[28] people
[27] self
[26] defense
[24] more
[22] #rainn

Top Words in Tweet in G2:
[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 G3:
[599] violence
[423] tell
[421] survivors
[401] senschumer
[400] majority
[400] leader
[400] domestic
[400] sexual
[399] sign
[399] during

Top Words in Tweet in G4:
[242] #timesup
[97] putin
[70] #stopputin
[64] global
[43] eraminnesota
[42] potus
[40] #day1forera
[39] terrorist
[38] democracies
[32] more

Top Words in Tweet in G5:
[817] firstthemnews
[330] #firstthem
[296] sexual
[282] old
[250] #metoo
[220] arrested
[191] year
[180] 20
[169] assault
[165] child

Top Words in Tweet in G6:
[127] #timesup
[104] police
[80] bluedoors2021
[56] #speakyourtruth
[45] service
[44] time
[43] first
[41] member
[40] ve
[40] board

Top Words in Tweet in G7:
[95] #timesup
[89] ijenkins99
[69] #hillsong
[68] hope
[67] #lnpmustgo
[67] heard
[67] founder
[67] brian
[67] houston
[67] stepping

Top Words in Tweet in G8:
[105] #timesup
[86] #metoo
[66] amber
[62] heard
[49] hoax
[48] roaringrapids22
[43] whitney
[42] jennifer
[42] howell
[35] #amberheard

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:
[226] altschul
[216] movies
[155] #timesup
[134] #metoo
[120] producer
[119] told
[119] tomdesanto
[118] fernando
[118] minors
[118] disrobe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[850] #metoo,#timesup
[419] sexual,violence
[408] domestic,sexual
[408] during,pandemic
[406] tell,majority
[406] majority,leader
[406] leader,senschumer
[406] senschumer,domestic
[405] violence,during
[405] pandemic,survivors

Top Word Pairs in Tweet in G1:
[76] #metoo,#timesup
[44] #timesup,#metoo
[26] self,defense
[14] #inspirationalpeople,#women
[14] #women,#transformation
[14] #transformation,#inspiringwomen
[14] #inspiringwomen,#inspirations
[14] #inspirations,#timesup
[14] #rainn,#womensday
[14] #womensday,#timesup

Top Word Pairs in Tweet in G2:
[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 G3:
[400] tell,majority
[400] majority,leader
[400] leader,senschumer
[400] senschumer,domestic
[400] domestic,sexual
[400] sexual,violence
[399] during,pandemic
[398] sign,tell
[398] violence,during
[398] pandemic,survivors

Top Word Pairs in Tweet in G4:
[37] #timesup,putin
[34] global,terrorist
[20] terrorist,putin
[19] non,stop
[15] dferriero,usnatarchives
[15] usnatarchives,#timesup
[15] #timesup,done
[15] #fileera,#eranow
[15] #eranow,#eramn
[15] #eramn,#mnleg

Top Word Pairs in Tweet in G5:
[243] #firstthem,#metoo
[189] year,old
[143] sexual,assault
[140] #silenceisviolence,#anopensecret
[136] #timesup,#h1news
[134] tonya,bagley
[134] bagley,43
[134] 43,year
[134] old,woman
[134] woman,colorado

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

Top Word Pairs in Tweet in G7:
[67] heard,#hillsong
[67] #hillsong,founder
[67] founder,brian
[67] brian,houston
[67] houston,stepping
[67] stepping,down
[67] down,defends
[67] defends,criminal
[67] criminal,charges
[67] charges,hope

Top Word Pairs in Tweet in G8:
[62] amber,heard
[49] #metoo,#timesup
[42] jennifer,howell
[33] helped,amber
[32] nice,become
[32] become,enlightened
[32] enlightened,helped
[32] heard,hoax
[32] hoax,years
[32] years,backed

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:
[128] #timesup,#metoo
[118] fernando,altschul
[118] altschul,tomdesanto
[118] tomdesanto,told
[118] told,minors
[118] minors,disrobe
[118] disrobe,apt
[118] apt,pupil
[118] pupil,work
[116] work,hollywood

Top Replied-To
Top Replied-To in Entire Graph:
@justintrudeau
@canadamoments
@reuters
@chrometwenty3
@shades_dirty
@borisjohnson
@mayorofla
@cnn
@secblinken
@potus

Top Replied-To in G2:
@chrometwenty3
@rapalert6
@kywiththatfye
@_raredefined
@sanrioboots
@olamiposialo

Top Replied-To in G3:
@johncena
@restlessnews
@bridgetphetasy

Top Replied-To in G4:
@potus
@secblinken
@olganyc1211
@christopherjm
@statedept
@droz
@speakerpelosi
@thejusticedept
@cnn
@anders_aslund

Top Replied-To in G5:
@profblacktruth
@anopensecret
@tariqnasheed

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

Top Replied-To in G7:
@michael61058663
@carolt2212
@dryblowhole
@northway_debbie
@robynkosmider
@frankchoy1
@crikey_news
@tommcilroy

Top Replied-To in G8:
@valorie_ep
@alghasiial
@alexanovak4
@lillyjane916
@southerngirltea
@gwennafran
@zellnerlaw
@eve_barlow
@becka38274992
@princonsuella_

Top Replied-To in G9:
@nancyleegrahn

Top Replied-To in G10:
@ladaoffice
@thr
@thereturnofplur
@nbcsnl
@variety
@wildhairedwoman
@nonothing67
@garth2the2ndpwr
@realwarlund
@glorphus526

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

Top Mentioned in G1:
@_dipikar
@mojosiedlak
@rosemaecooper
@thetalentguru
@oshunpublicaton
@exploresextalk
@dicoach
@sharonwaxman
@grainneoreilly9

Top Mentioned in G2:
@chrometwenty3
@realremyma
@remyma
@hot97
@realrem
@firstthemnews
@withregram
@jones9402007
@chrisclip
@talkingblogger

Top Mentioned in G3:
@senschumer
@justicedept
@co_rapunzel4
@sharestruth
@wildwillow65
@mtnmd
@pattikimble
@kjoerwin
@agavecorn
@restlessnews

Top Mentioned in G4:
@eraminnesota
@potus
@janetted
@thejusticedept
@dferriero
@usnatarchives
@eracoalition
@erausanow
@usnato
@babaliciousdq1

Top Mentioned in G5:
@firstthemnews
@usatoday
@usatodaylife
@pghpolice
@uber
@provocity
@profblacktruth
@b1sandiego1
@marshlawfirm
@tariqnasheed

Top Mentioned in G6:
@bluedoors2021
@caryryan14
@elvebeloved
@cackle76
@kjcleth
@charlieangusndp
@sherriandsherri
@ottawapolice
@brea
@serpicodet

Top Mentioned in G7:
@ijenkins99
@narty0071
@caramia200
@albomp
@davidbewart
@kkeneally
@northway_debbie
@robynkosmider
@dryblowhole
@chattycathyau

Top Mentioned in G8:
@roaringrapids22
@littlemismagic
@zellnerlaw
@wescravenss
@blablablubb1985
@neverland_ecila
@eve_barlow
@winonasrider
@thatumbrella
@erinmoriarty20

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

Top Mentioned in G10:
@tomdesanto
@transformers
@thereturnofplur
@lasdhq
@ladaoffice
@sho_thelword
@empiretvseries
@jasonchopcus
@efmoriarty
@speakup1981

Top Tweeters
Top Tweeters in Entire Graph:
@tmobilehelp
@rk70534
@spotifycares
@geoffrey_payne
@united
@independent
@inabster
@davidbewart
@klm
@elespectador

Top Tweeters in G1:
@talentedladies
@rocketman46
@thetalentguru
@sensimilliea
@parvizkhazaei1
@findergrail
@milanpaurich
@neroexp
@stopvirtuastalk
@sterlinggate

Top Tweeters in G2:
@_leeeeeeeez
@mizzcreme
@teijimack
@slimjim2123
@mrlavaland
@prymetymej3
@dreww_frasss
@luemcclain
@zmoney220
@djtrizzytrip

Top Tweeters in G3:
@rk70534
@wildwillow65
@jamestoupin
@davidlance3
@cheryl_marlin
@reevynap
@redot2005
@sevenbowie
@howyofwi
@shell_loyd

Top Tweeters in G4:
@thehill
@memeburk
@tblackwe85
@remirol1956
@bbcworld
@therickwilson
@demcastmn
@salon
@tvrain
@quicktake

Top Tweeters in G5:
@snarky_op
@ballinandy24
@usatoday
@fuller_derek
@chtucker18
@gatta1000
@lyricundertaker
@354phantom
@bluemiiints
@westtexaslivin

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

Top Tweeters in G7:
@davidbewart
@minhkular
@msmwatchdog2013
@blanketcrap
@darylgibson
@fedupofpollys
@morpheusbeing
@raywilton4
@letsroc137
@northway_debbie

Top Tweeters in G8:
@muddyinpb
@sbarrbrisebois
@hekateblack
@ladybuck44
@lynaem88
@bsbfan558
@crashjestertv
@cheryld59995761
@drakuseele
@michellemalkin

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

Top Tweeters in G10:
@thr
@time
@comicbooknow
@people
@comicbook
@mtv
@newsweek
@phyddledd
@losivad
@theatlantic


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