1619, Twitter, 5/12/2021 2:08:55 PM, 254693


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1619_2021-05-12_05-55-30.xlsx
1619_2021-05-12_05-55-30.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 12, 2021
Short Description:
1619 via NodeXL https://bit.ly/2RPyQjP
@mikepompeo
@nhannahjones
@michaelharriot
@rweingarten
@theroot
@conceptualjames
@stephenm
@patrickjmoran2
@plmanseau
@gop

Top hashtags:
#whatshappeninginmyanmar
#may11coup
#inclasswithcarr
#may12coup
#freshsupportsvets

Description:
Description
The graph represents a network of 16,276 Twitter users whose recent tweets contained "1619", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 12 May 2021 at 13:36 UTC.

The tweets in the network were tweeted over the 4-day, 16-hour, 20-minute period from Friday, 07 May 2021 at 20:33 UTC to Wednesday, 12 May 2021 at 12:54 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 : 16276
Unique Edges : 21389
Edges With Duplicates : 4257
Total Edges : 25646
Number of Edge Types : 5
Retweet : 13343
MentionsInRetweet : 4459
Mentions : 2261
Replies to : 2523
Tweet : 3060
Self-Loops : 3138
Reciprocated Vertex Pair Ratio : 0.00905868452146514
Reciprocated Edge Ratio : 0.0179547228727557
Connected Components : 1659
Single-Vertex Connected Components : 975
Maximum Vertices in a Connected Component : 12203
Maximum Edges in a Connected Component : 19080
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.12668
Graph Density : 7.73749593702186E-05
Modularity : 0.726582
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 16,276 Twitter users whose recent tweets contained "1619", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 12 May 2021 at 13:36 UTC.

The tweets in the network were tweeted over the 4-day, 16-hour, 20-minute period from Friday, 07 May 2021 at 20:33 UTC to Wednesday, 12 May 2021 at 12:54 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 : TwitterSearch
Graph Term : 1619
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:
[1237] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317
[988] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317/amp?utm_medium=sharefromsite&utm_source=theroot_twitter&__twitter_impression=true
[469] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317?utm_source=twitter&utm_medium=SocialMarketing&utm_campaign=dlvrit&utm_content=theroot
[261] https://www.aflegal.org/news/america-first-legal-blasts-biden-administration-for-seeking-to-indoctrinate-children-with-poisonous-critical-race-theory
[261] http://www.aflegal.org/
[238] https://twitter.com/morethanavote/status/1390782212380012550
[201] https://twitter.com/ConceptualJames/status/1391861892700901380
[193] https://thenationalpulse.com/exclusive/cusef-school-influence-campaign/
[165] https://trib.al/vSOymes
[152] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317?utm_medium=sharefromsite&utm_source=theroot_twitter

Top URLs in Tweet in G1:
[9] https://twitter.com/mikepompeo/status/1391762199375396865
[6] https://nypost.com/2021/05/11/teachers-union-boss-fumbles-on-1619-project-school-openings-should-scare-america/?utm_campaign=iphone_nyp&utm_source=twitter_app
[4] https://nypost.com/2021/05/10/randi-weingarten-defends-use-of-1619-project-in-schools/?utm_campaign=iphone_nyp&utm_source=twitter_app
[3] https://www.breitbart.com/clips/2021/05/07/meacham-founders-wanted-critical-race-theory-1619-project-to-be-part-of-the-conversation/
[2] https://twitter.com/tomselliott/status/1390344140009922560
[2] https://www.soundofhope.org/post/503006
[1] https://video.foxnews.com/v/6253720376001
[1] https://twitter.com/str8whiteshoe/status/1392302788152119297
[1] https://www.dailymail.co.uk/news/article-9564771/National-teachers-union-president-Randi-Weingarten-defends-use-controversial-1619-Project.html
[1] https://twitter.com/nikkihaley/status/1389650508361707525

Top URLs in Tweet in G2:
[914] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317/amp?utm_medium=sharefromsite&utm_source=theroot_twitter&__twitter_impression=true
[587] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317
[449] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317?utm_source=twitter&utm_medium=SocialMarketing&utm_campaign=dlvrit&utm_content=theroot
[218] https://twitter.com/morethanavote/status/1390782212380012550
[133] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317?utm_medium=sharefromsite&utm_source=theroot_twitter
[92] https://twitter.com/nikkihaley/status/1389650508361707525
[46] https://twitter.com/theroot/status/1390300357452914703
[42] https://www.salon.com/2021/05/06/mitch-mcconnell-rebuked-by-alma-mater-over-1619-project-comments/
[21] https://twitter.com/notstevenwhite/status/1390338320165638144
[21] https://our-body-politic.simplecast.com/episodes/how-history-books-and-monuments-shape-our-national-narrative-preparing-for-the-next-pandemic-and-practical-advice-on-staying-safe-during-police-encounters

Top URLs in Tweet in G3:
[74] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317
[58] https://www.businessinsider.com/1619-project-creator-responds-mcconnell-republican-criticism-education-2021-5
[34] http://www.msn.com/en-us/news/politics/1619-project-creator-responds-to-mcconnells-effort-to-block-its-teachings-in-public-schools-hes-saying-the-truth-is-too-difficult-for-america-to-bear/ar-BB1gvB9x?ocid=st
[15] https://www.foxnews.com/media/betsey-devos-destroys-randi-weingartens-defense-of-critical-race-theory-1619-project-is-not-history
[13] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317/amp?__twitter_impression=true
[13] https://www.salon.com/2021/05/06/mitch-mcconnell-rebuked-by-alma-mater-over-1619-project-comments/
[12] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317?utm_medium=sharefromsite&utm_source=_twitter
[10] https://www.dailymail.co.uk/news/article-9564771/National-teachers-union-president-Randi-Weingarten-defends-use-controversial-1619-Project.html
[9] https://www.newsbreak.com/news/0ZdcLZLf/mitch-mcconnells-alma-mater-rejects-his-views-on-the-1619-project-and-says-they-are-quite-troubling?s=oldSite&ss=a2
[7] https://www.businessinsider.com/mcconnells-alma-mater-says-his-views-on-1619-project-are-troubling-2021-5

Top URLs in Tweet in G4:
[183] https://twitter.com/ConceptualJames/status/1391861892700901380
[59] https://twitter.com/mikepompeo/status/1391762199375396865
[23] https://quillette.com/2020/09/19/down-the-1619-projects-memory-hole/
[17] https://www.foxnews.com/us/nyc-times-square-shooting-young-child
[7] https://twitter.com/Timcast/status/1391862035630145536
[5] https://www.westernjournal.com/op-ed-pledge-allegiance-goes-go-schools/?utm_source=Twitter&utm_medium=westernjournalism&utm_campaign=lminetwork
[4] https://twitter.com/RepWeinstein/status/1391827455304949769
[3] https://twitter.com/grundgeist/status/1392134028199809031
[3] https://nypost.com/2021/05/11/teachers-union-boss-fumbles-on-1619-project-school-openings-should-scare-america/
[2] https://dailycaller.com/2021/05/10/martha-maccallum-teachers-union-president-1619-project/

Top URLs in Tweet in G5:
[74] https://nypost.com/2021/05/11/teachers-union-boss-fumbles-on-1619-project-school-openings-should-scare-america/
[44] https://dailycaller.com/2021/05/10/martha-maccallum-teachers-union-president-1619-project/
[43] https://twitchy.com/samj-3930/2021/05/11/not-taking-any-of-her-crap-martha-maccallum-owns-afts-randi-weingarten-during-interview-about-reopening-schools-and-1619-watch/
[18] https://www.theepochtimes.com/teachers-union-head-defends-teaching-of-1619-project-critical-race-theory-in-schools_3806662.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[11] https://www.yahoo.com/entertainment/teachers-union-head-claims-1619-181940375.html
[10] https://www.iwf.org/2021/04/30/when-you-cant-rein-in-spending-rein-in-the-law/
[10] https://www.dailymail.co.uk/news/article-9564771/National-teachers-union-president-Randi-Weingarten-defends-use-controversial-1619-Project.html
[8] https://www.yahoo.com/news/teachers-union-head-claims-1619-181940375.html
[8] https://biblicalawakening.blogspot.com/2021/05/why-1726-paradigm-of-america-is.html
[7] https://www.nationalreview.com/news/mcconnell-urges-ed-dept-to-abandon-1619-project-curriculum-changes-buzzwords-and-propaganda/

Top URLs in Tweet in G6:
[146] https://trib.al/vSOymes
[78] https://trib.al/64g7uAk
[74] https://trib.al/2Zcg8xE
[24] http://www.journal-isms.com/2021/05/the-1619-gift-to-mcconnells-ancestors/
[15] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317/amp?utm_medium=sharefromsite&utm_source=theroot_twitter&__twitter_impression=true
[13] https://www.msnbc.com/opinion/republicans-want-defund-schools-teach-america-s-history-racism-n1266473
[11] https://www.courier-journal.com/story/news/politics/2021/05/03/mitch-mcconnell-says-1619-not-important-point-american-history/4924323001/
[11] https://www.courier-journal.com/story/news/politics/2021/05/06/university-louisville-criticizes-mitch-mcconnell-1619-comments/4971983001/
[10] https://www.businessinsider.com/1619-project-creator-responds-mcconnell-republican-criticism-education-2021-5
[9] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317

Top URLs in Tweet in G7:
[251] https://www.aflegal.org/news/america-first-legal-blasts-biden-administration-for-seeking-to-indoctrinate-children-with-poisonous-critical-race-theory
[251] http://www.aflegal.org/
[183] https://thenationalpulse.com/exclusive/cusef-school-influence-campaign/
[40] https://davidharrisjr.com/steven/department-of-education-facing-much-needed-resistance-as-stephen-miller-files-lawsuit-to-protect-us-history-and-the-truth/
[24] https://nypost.com/2021/05/10/randi-weingarten-defends-use-of-1619-project-in-schools/?utm_source=NYPTwitter&utm_campaign=SocialFlow&utm_medium=SocialFlow
[18] https://twitter.com/StephenM/status/1390768974011457538
[7] https://thenationalpulse.com/politics/cgtn-hypes-1619/
[6] https://thenationalpulse.com/breaking/1619-project-founder-praised-communist-cuba/
[6] https://djhjmedia.com/rich/kristi-neom-first-governor-to-sign-pledge-to-bring-back-patriotic-education-in-our-schools-to-counter-racist-1619-project/
[5] https://nypost.com/2021/05/11/teachers-union-boss-fumbles-on-1619-project-school-openings-should-scare-america/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons

Top URLs in Tweet in G8:
[15] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317/amp?utm_medium=sharefromsite&utm_source=theroot_twitter&__twitter_impression=true
[14] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317/amp?__twitter_impression=true&fbclid=IwAR2TME_ILMtfN4F0C3TNqoTvU-K_l8y66YY90HRfUIyGHeUoOQ-dSkbDVhY
[10] https://twitter.com/Rschooley/status/1391913913919303680
[6] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317
[4] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317?utm_source=twitter&utm_medium=SocialMarketing&utm_campaign=dlvrit&utm_content=theroot
[4] https://www.nytimes.com/interactive/2019/12/20/magazine/1619-intro.html
[3] https://salon.com/
[3] https://www.salon.com/2021/05/06/mitch-mcconnell-rebuked-by-alma-mater-over-1619-project-comments/
[2] https://twitter.com/nikkihaley/status/1389650508361707525
[2] https://twitter.com/morethanavote/status/1390782212380012550

Top URLs in Tweet in G9:
[324] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317
[5] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317/amp?utm_medium=sharefromsite&utm_source=theroot_twitter&__twitter_impression=true
[5] https://twitter.com/jbouie/status/1390698841079431175
[2] https://amp.cnn.com/cnn/2021/04/30/politics/mcconnell-1619-project-education-secretary/index.html?__twitter_impression=true
[2] https://twitter.com/KevinMKruse/status/1390638408108761092
[1] https://twitter.com/nikkihaley/status/1389650508361707525
[1] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317/amp?__twitter_impression=true
[1] https://www.salon.com/2021/05/06/mitch-mcconnell-rebuked-by-alma-mater-over-1619-project-comments/
[1] https://www.theroot.com/we-found-the-textbooks-of-senators-who-oppose-the-1619-1846832317?utm_source=twitter&utm_medium=SocialMarketing&utm_campaign=dlvrit&utm_content=theroot

Top URLs in Tweet in G10:
[17] https://www.dailymail.co.uk/news/article-9564771/National-teachers-union-president-Randi-Weingarten-defends-use-controversial-1619-Project.html?ito=social-twitter_dailymailus
[11] https://register.gotowebinar.com/register/6590885428395135244
[10] https://www.nationalreview.com/corner/a-book-for-our-times-peter-woods-1620-skewers-1619-project/
[5] https://www.nytimes.com/2020/01/23/podcasts/1619-podcast.html?smid=tw-share
[3] https://nypost.com/2021/05/11/teachers-union-boss-fumbles-on-1619-project-school-openings-should-scare-america/
[3] https://www.nationalreview.com/corner/a-book-for-our-times-peter-woods-1620-skewers-1619-project/?taid=5fb33d6baa7670000198dc68&utm_campaign=trueanthem&utm_medium=social&utm_source=twitter
[3] https://nymag.com/intelligencer/2020/07/tom-cotton-slavery-necessary-evil-development-country-1619-project.html
[2] https://www.foxnews.com/politics/mcconnell-republicans-biden-1619-project
[2] https://dailycaller.com/2021/05/10/martha-maccallum-teachers-union-president-1619-project/
[2] https://rumble.com/vgtzkf-martha-maccallum-battles-aft-president-over-critical-race-theory1619-projec.html?mref=ah9c7&mc=cfcoh

Top Domains
Top Domains in Tweet in Entire Graph:
[2949] theroot.com
[1151] twitter.com
[522] aflegal.org
[349] trib.al
[207] thenationalpulse.com
[156] nypost.com
[132] businessinsider.com
[124] salon.com
[118] youtube.com
[91] courier-journal.com

Top Domains in Tweet in G1:
[15] twitter.com
[10] nypost.com
[3] breitbart.com
[2] soundofhope.org
[1] foxnews.com
[1] co.uk
[1] twtun.org
[1] purdue.edu
[1] nytimes.com
[1] independentsentinel.com

Top Domains in Tweet in G2:
[2112] theroot.com
[390] twitter.com
[42] salon.com
[22] pscp.tv
[21] simplecast.com
[18] trib.al
[17] 1619books.com
[14] youtube.com
[12] nestorgomezstoryteller.com
[8] blogspot.com

Top Domains in Tweet in G3:
[118] twitter.com
[113] theroot.com
[74] businessinsider.com
[49] msn.com
[23] foxnews.com
[18] trib.al
[16] salon.com
[15] nytimes.com
[14] co.uk
[13] youtube.com

Top Domains in Tweet in G4:
[261] twitter.com
[23] quillette.com
[18] foxnews.com
[5] westernjournal.com
[4] nypost.com
[2] aflegal.org
[2] dailycaller.com
[1] youtube.com
[1] thenationalpulse.com

Top Domains in Tweet in G5:
[83] nypost.com
[44] dailycaller.com
[44] twitchy.com
[24] yahoo.com
[19] theepochtimes.com
[17] twitter.com
[11] co.uk
[10] iwf.org
[10] aflegal.org
[10] nationalreview.com

Top Domains in Tweet in G6:
[300] trib.al
[31] theroot.com
[24] journal-isms.com
[22] courier-journal.com
[14] msnbc.com
[12] twitter.com
[10] businessinsider.com
[8] cnn.com
[6] vanityfair.com
[5] yahoo.com

Top Domains in Tweet in G7:
[502] aflegal.org
[197] thenationalpulse.com
[40] davidharrisjr.com
[33] nypost.com
[22] twitter.com
[6] djhjmedia.com
[4] noqreport.com
[4] dailywire.com
[3] dailycaller.com
[2] takimag.com

Top Domains in Tweet in G8:
[40] theroot.com
[14] twitter.com
[6] salon.com
[4] nytimes.com
[1] trib.al

Top Domains in Tweet in G9:
[331] theroot.com
[8] twitter.com
[2] cnn.com
[1] salon.com

Top Domains in Tweet in G10:
[18] co.uk
[13] nationalreview.com
[11] gotowebinar.com
[8] twitter.com
[8] nytimes.com
[4] nypost.com
[4] foxnews.com
[3] theroot.com
[3] nymag.com
[2] aflegal.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[666] whatshappeninginmyanmar
[443] may11coup
[252] inclasswithcarr
[239] may12coup
[141] freshsupportsvets
[134] 1619project
[112] bbmastopsocial
[76] iheartawards
[68] milkteaalliance
[57] bbmastopsociai



Top Hashtags in Tweet in G1:
[4] lifelibertylevin
[2] 科尔
[2] 卡多纳
[2] 1619项目
[1] 1619project
[1] criticalracetheory
[1] radical
[1] radicalleft
[1] socialism
[1] maga

Top Hashtags in Tweet in G2:
[29] 1619project
[27] ados
[22] bestofrmu
[22] rmu
[12] complicitcorruptgop
[9] demcast
[9] demcastfl
[9] gqpstates
[7] history
[5] thereidout

Top Hashtags in Tweet in G3:
[12] 質問箱
[10] smartnews
[8] 1619project
[8] peing
[6] foxnews
[4] education
[4] bestofrmu
[4] rmu
[4] 匿名質問募集中
[4] rusrekadv

Top Hashtags in Tweet in G4:
[23] 1619project
[3] brainwashing
[1] criticaltheory
[1] cwt
[1] crt

Top Hashtags in Tweet in G5:
[27] 1619project
[18] aft
[18] randiweingarten
[18] criticalracetheory
[10] iwed
[10] iwpol
[2] the1619project
[2] gop
[2] blackhistory
[2] blacklivesmatter

Top Hashtags in Tweet in G6:
[16] trevornoah
[10] thereidout
[7] gopracism
[7] 1619project
[7] politicsnation
[4] criticalracetheory
[2] mitchmcconnell
[2] nabj
[2] freshsupportsvets
[2] freshfire

Top Hashtags in Tweet in G7:
[23] 1619project
[1] aft
[1] randiweingarten
[1] criticalracetheory
[1] foxnews

Top Hashtags in Tweet in G8:
[3] oklaed
[1] boboisahypocrite

Top Hashtags in Tweet in G10:
[12] painawaits
[3] criticalracetheory
[2] foxnews
[1] thestory
[1] marthamaccallum
[1] gop
[1] warroompandemic
[1] trump
[1] fnc
[1] npr

Top Words
Top Words in Tweet in Entire Graph:
[14432] 1619
[10166] project
[5363] america
[5290] race
[5161] critical
[5130] theory
[4868] schools
[4176] indoctrinate
[4118] left
[3990] another

Top Words in Tweet in G1:
[3751] 1619
[3731] project
[3702] theory
[3701] critical
[3699] race
[3697] socialism
[3694] schools
[3691] radical
[3691] aspect
[3691] america

Top Words in Tweet in G2:
[2260] 1619
[2048] project
[1736] history
[1542] michaelharriot
[1449] suddenly
[937] revisionist
[930] article
[917] past
[912] going
[911] learning

Top Words in Tweet in G3:
[834] 1619
[476] project
[135] america
[134] history
[116] schools
[103] truth
[94] critical
[90] race
[90] mcconnell
[88] 'the

Top Words in Tweet in G4:
[1076] 1619
[389] class
[387] math
[382] answer
[268] right
[219] white
[216] conceptualjames
[192] supremacy
[191] getting
[189] upholds

Top Words in Tweet in G5:
[892] 1619
[437] project
[398] history
[380] states
[378] united
[305] rweingarten
[230] first
[216] slave
[213] teacher
[211] came

Top Words in Tweet in G6:
[634] without
[622] anyone
[619] 1619
[426] america
[423] project
[336] white
[320] deanobeidallah
[314] right
[313] europeans
[313] help

Top Words in Tweet in G7:
[684] 1619
[628] project
[381] race
[380] critical
[380] theory
[376] america
[333] indoctrinate
[269] proposed
[269] rule
[267] first

Top Words in Tweet in G8:
[731] randi
[665] fox
[590] c'mon
[590] talk
[436] maccallum
[435] weingarten
[432] 1619
[368] martha
[367] misinformation
[366] election

Top Words in Tweet in G9:
[325] history
[320] racist
[318] very
[318] good
[316] fun
[316] illustration
[316] american
[316] education
[316] large
[316] parts

Top Words in Tweet in G10:
[354] project
[320] 1619
[246] schools
[168] critical
[165] race
[158] theory
[138] president
[120] teaching
[111] theleoterrell
[108] actually

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[9861] 1619,project
[5100] critical,race
[5096] race,theory
[4017] theory,schools
[3960] project,critical
[3912] implementing,1619
[3911] schools,another
[3911] another,attempt
[3911] next,generation
[3910] aspect,lives

Top Word Pairs in Tweet in G1:
[3726] 1619,project
[3699] race,theory
[3698] critical,race
[3694] project,critical
[3689] implementing,1619
[3689] another,attempt
[3689] attempt,radical
[3688] theory,schools
[3688] schools,another
[3688] radical,left

Top Word Pairs in Tweet in G2:
[2022] 1619,project
[931] revisionist,history
[908] going,cut
[908] cut,past
[908] past,michaelharriot
[908] michaelharriot,article
[908] article,replies
[908] replies,1619
[908] project,obsessed
[908] obsessed,politician

Top Word Pairs in Tweet in G3:
[439] 1619,project
[85] project,creator
[79] critical,race
[77] race,theory
[61] creator,responds
[61] public,schools
[60] effort,block
[60] block,teachings
[60] teachings,public
[59] senators,oppose

Top Word Pairs in Tweet in G4:
[379] math,class
[192] white,supremacy
[190] getting,right
[190] answer,1619
[189] class,getting
[189] right,answer
[189] answer,upholds
[189] upholds,white
[189] supremacy,culture
[189] culture,answer

Top Word Pairs in Tweet in G5:
[433] 1619,project
[378] united,states
[208] first,slave
[205] 1619,year
[205] slave,boat
[204] year,first
[204] came,africa
[203] boat,came
[203] africa,united
[201] history,teacher

Top Word Pairs in Tweet in G6:
[413] 1619,project
[315] deanobeidallah,1619
[312] white,europeans
[312] europeans,created
[312] created,america
[311] project,furthering
[311] furthering,right
[311] right,wing
[311] wing,mythology
[311] mythology,white

Top Word Pairs in Tweet in G7:
[626] 1619,project
[380] critical,race
[380] race,theory
[297] theory,1619
[269] proposed,rule
[267] america,first
[267] first,legal
[267] legal,officially
[251] breaking,america
[251] officially,submitted

Top Word Pairs in Tweet in G8:
[365] martha,maccallum
[365] randi,weingarten
[352] 1619,project
[295] oh,c'mon
[295] c'mon,randi
[295] randi,c'mon
[295] c'mon,topic
[295] topic,talk
[295] talk,gonna
[295] gonna,talk

Top Word Pairs in Tweet in G9:
[316] very,fun
[316] fun,good
[316] good,illustration
[316] illustration,racist
[316] racist,american
[316] american,history
[316] history,education
[316] education,large
[316] large,parts
[316] parts,country

Top Word Pairs in Tweet in G10:
[248] 1619,project
[157] critical,race
[157] race,theory
[123] theory,schools
[102] randi,weingarten
[102] theleoterrell,dloesch
[101] aft,president
[101] teaching,1619
[99] schools,week
[99] week,aft

Top Replied-To
Top Replied-To in Entire Graph:
@conceptualjames
@mikage_1619
@nhannahjones
@samreen_1619
@sifill_ldf
@puragu0716
@rweingarten
@marthamaccallum
@lifegoeson_1619
@cyrano_1619

Top Replied-To in G1:
@mikepompeo
@janeymurph
@skiridr
@siskobaseball
@kaparker19
@jenelopejohnson
@antinewdems
@lalovestrump

Top Replied-To in G2:
@nhannahjones
@sifill_ldf
@jbendery
@agyapong3
@trevondlogan
@pinkpoodleness
@lisatalmadge
@daveweigel
@nikkihaley
@sethcotlar

Top Replied-To in G3:

Top Replied-To in G4:
@conceptualjames
@candid_apples
@jackposobiec
@hartmanbryan14
@zaidjilani
@dsingh4biden
@timcast
@austin_r_scott
@lofflesly
@stebbo411

Top Replied-To in G5:
@rweingarten
@marthamaccallum
@itsspencerbrown
@aftunion
@dailycaller
@kevinmoliveratl
@nytimes
@brithume
@mairavz
@jmeacham

Top Replied-To in G6:
@leadermcconnell
@msnbc
@joyannreid
@tomcottonar
@nhannahjones
@drrickyljones
@capehartj
@morning_joe
@uus117
@hotlinejosh

Top Replied-To in G7:
@stephenm
@msavaarmstrong
@conceptualjames
@wolvesofhades
@nypost
@theepill

Top Replied-To in G8:
@justinbaragona
@atrupar
@acyn
@maddow
@mikeh777
@laurenboebert
@georgewill
@sifill_ldf
@varadmehta
@alexthomp

Top Replied-To in G9:
@jbouie
@julianyc422shaw
@sifill_ldf

Top Replied-To in G10:
@foxnews
@oann
@realcandaceo
@tenpointpg
@theleoterrell
@seanhannity
@newsmax
@randiweingarten
@marklevinshow
@benshapiro

Top Mentioned
Top Mentioned in Entire Graph:
@michaelharriot
@theroot
@deanobeidallah
@rweingarten
@africanacarr
@karenhunter
@bts_twt
@marthamaccallum
@nhannahjones
@leadermcconnell

Top Mentioned in G1:
@mikepompeo
@shieldsupsaints
@socalheavy858
@skiridr
@wef

Top Mentioned in G2:
@michaelharriot
@theroot
@nhannahjones
@jelani9
@gop
@oneworldlit
@dribram
@deanobeidallah
@rafaelanchia
@joaquincastrotx

Top Mentioned in G3:

Top Mentioned in G4:
@conceptualjames
@elonmusk
@thedailyshow
@desilydic
@centerrightsin1
@aurelmertz
@sashagreenawalt
@bariweiss
@a_centrism
@timcast

Top Mentioned in G5:
@rweingarten
@marthamaccallum
@nytimes
@itsspencerbrown
@twitchyteam
@aftunion
@mailonline
@nrsc
@katiepavlich

Top Mentioned in G6:
@deanobeidallah
@leadermcconnell
@uofl
@michaelharriot
@nhannahjones
@joyannreid
@morganwatkins26
@robesees
@jamesblue
@csiemaszko

Top Mentioned in G7:
@stephenm
@nypost
@nataliegwinters
@nytimes

Top Mentioned in G8:
@michaelharriot
@urocklive1
@theroot
@rweingarten
@acyn
@deanobeidallah
@davidpetr4
@justinbaragona
@nytimes
@johnjharwood

Top Mentioned in G9:
@michaelharriot
@hrc

Top Mentioned in G10:
@theleoterrell
@dloesch
@foxnews
@nro
@cameronhilditch
@gop
@benshapiro
@senategop
@realcandaceo
@housegop

Top Tweeters
Top Tweeters in Entire Graph:
@famima_reply
@test5f1798
@aeon_japan
@tropicalisimany
@angelus_0923
@missb62
@tomthunkitsmind
@oldlady12345
@sectest9
@paoloigna1

Top Tweeters in G1:
@angelus_0923
@languillem
@insdatainter
@politicalhedge
@wardj15
@koutarzz
@wadakashiho
@cmartyluso1
@guardian_elite
@sweetfreedom29

Top Tweeters in G2:
@missb62
@inspiteoftrump
@mharvey816
@derekjohnbryant
@gojira007x
@backstorymom1
@ligayaloyola
@astwisa
@justwhatnowwhy
@sar_oso

Top Tweeters in G3:
@tropicalisimany
@robinsnewswire
@pairsonnalites
@marciojmsilva
@diplomix
@jenkers_en
@seattle911
@seafdincidents
@ahmadnormaulana
@searchresume

Top Tweeters in G4:
@magicdmw
@gormogons
@nwrmbing
@michaelbarger1
@kurtschlichter
@bassaces1
@weldtowrite
@jeffs_araujo35
@admomof3
@benedictmpwhite

Top Tweeters in G5:
@chantelldawnsny
@madanabhat
@starcoreone02
@docwashburn
@mzee26
@deenie7940
@dcexaminer
@bamaperry
@jimw_in_nm
@garden4u_wa

Top Tweeters in G6:
@oldlady12345
@falconhamada_90
@7b73f39b85e1415
@britonanddane
@govsherazkhan
@sexygirl798
@roripierpont1
@bethsinniresist
@darlene_edw
@notcomey

Top Tweeters in G7:
@hannesz1956
@msavaarmstrong
@salomnm
@andreinilla
@blisstabitha
@purpledalmation
@susaninlaguna
@blackirishi
@nypost
@bigplaincircle

Top Tweeters in G8:
@mattmurph24
@cagney1991
@thereal_rebel
@sddphoto
@rxbun
@givemepie360
@bellesapepper37
@amyayers16
@gwydion620
@suekhi

Top Tweeters in G9:
@n7irl
@charlesexsavior
@arthur_affect
@mamurphymaureen
@alexaadams12
@nysoviet
@mumbly_joe
@prpeep
@writtenbybeja
@sschinke

Top Tweeters in G10:
@jjauthor
@frlarousse2
@foxnews
@cnbc
@jantxnc
@pa4taxpayers
@elisahe50385624
@mom2gbd
@ebscbwi
@michael_szumega