1619, Twitter, 8/20/2019 9:33:13 PM, 207446
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1619_2019-08-20_11-16-10.xlsx
1619_2019-08-20_11-16-10.xlsx
View an interactive version of this graph (experimental)
From:
Connected Action NodeXL-Reports
Uploaded on:
August 20, 2019
Short Description:
1619 via NodeXL http://bit.ly/2Z6qGGW
@nhannahjones
@nytimes
@dribram
@thel0rdbyr0n
@brithume
@kristenclarkejd
@theatlantic
@nmaahc
@eji_org
@aclu

Top hashtags:
#1619project
#ados
#slavery
#onthisday
#the1619project
#onevoice1
#otd
#jamestown400
#history
#400years

Description:
Description
The graph represents a network of 16,085 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 Tuesday, 20 August 2019 at 19:43 UTC.

The tweets in the network were tweeted over the 10-hour, 1-minute period from Tuesday, 20 August 2019 at 08:25 UTC to Tuesday, 20 August 2019 at 18:27 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 : 16085
Unique Edges : 25386
Edges With Duplicates : 2766
Total Edges : 28152
Self-Loops : 2131
Reciprocated Vertex Pair Ratio : 0.00595991345879087
Reciprocated Edge Ratio : 0.0118492066712657
Connected Components : 1455
Single-Vertex Connected Components : 1036
Maximum Vertices in a Connected Component : 13684
Maximum Edges in a Connected Component : 25532
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.365404
Graph Density : 9.52529527719603E-05
Modularity : 0.719975
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1847] https://store.nytimes.com/products/the-1619-project
[276] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[230] https://www.theonion.com/newt-gingrich-slams-new-york-times-1619-project-as-sh-1837374390?utm_content=Main&utm_medium=SocialMarketing&utm_source=Twitter&utm_campaign=SF
[148] https://www.washingtonexaminer.com/opinion/how-slavery-doomed-limited-government-in-america
[137] https://www.theonion.com/newt-gingrich-slams-new-york-times-1619-project-as-sh-1837374390?utm_content=Main&utm_medium=SocialMarketing&utm_source=Twitter&utm_campaign=SF&/setsession
[136] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/
[128] https://slate.com/news-and-politics/2019/08/the-conservative-backlash-against-the-new-york-times-1619-project.html
[91] https://theresurgent.com/2019/08/20/another-egregious-factual-error-in-the-new-york-times-1619-project/
[66] https://www.theatlantic.com/ideas/archive/2019/08/historical-significance-1619/596365/
[57] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html?smid=tw-share

Top URLs in Tweet in G1:
[1370] https://store.nytimes.com/products/the-1619-project
[30] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[23] https://www.vox.com/2019/8/19/20807633/slavery-white-women-stephanie-jones-rogers-1619
[18] https://twitter.com/nhannahjones/status/1163453105482194949
[11] https://slate.com/news-and-politics/2019/08/the-conservative-backlash-against-the-new-york-times-1619-project.html
[5] https://www.nytimes.com/interactive/2019/08/14/magazine/black-history-american-democracy.html
[4] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/
[3] https://www.theatlantic.com/ideas/archive/2019/08/historical-significance-1619/596365/
[3] https://www.theonion.com/newt-gingrich-slams-new-york-times-1619-project-as-sh-1837374390?utm_content=Main&utm_medium=SocialMarketing&utm_source=Twitter&utm_campaign=SF&/setsession
[3] https://www.pbs.org/newshour/show/the-1619-project-details-the-legacy-of-slavery-in-america

Top URLs in Tweet in G2:
[71] https://theresurgent.com/2019/08/20/another-egregious-factual-error-in-the-new-york-times-1619-project/
[32] https://store.nytimes.com/products/the-1619-project
[27] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[19] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html?smid=nytcore-ios-share
[14] https://www.nationalreview.com/corner/new-york-times-1619-project-leaves-out/
[14] https://www.newsbusters.org/blogs/nb/clay-waters/2019/08/20/new-york-times-1619-project-brutality-american-capitalism-began
[11] https://us8.campaign-archive.com/?u=b68ad0a9ed4e483c34ee37b6c&id=3eb82426fe
[9] https://theresurgent.com/2019/08/20/let-me-tell-you-what-the-new-york-times-gets-right-in-the-1619-project/
[7] https://www.smithsonianmag.com/history/misguided-focus-1619-beginning-slavery-us-damages-our-understanding-american-history-180964873/?fbclid=IwAR2N0gNEoL1pa2ssHoi0zrHv8t90LALYFGhmFgtpUBoCFhospYboCxBGke8
[5] https://theresurgent.com/2019/08/19/the-new-york-times-embraces-a-neo-confederate-world-view-for-its-1619-project/

Top URLs in Tweet in G3:
[213] https://www.theonion.com/newt-gingrich-slams-new-york-times-1619-project-as-sh-1837374390?utm_content=Main&utm_medium=SocialMarketing&utm_source=Twitter&utm_campaign=SF
[148] https://store.nytimes.com/products/the-1619-project
[20] https://trib.al/cloZLq2
[17] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[16] http://blogs.edweek.org/teachers/teaching_now/2019/08/the_1619_project_curriculum_challenges_teachers_reframe_us_history.html
[11] https://www.pbs.org/newshour/show/the-1619-project-details-the-legacy-of-slavery-in-america
[10] https://www.theatlantic.com/magazine/archive/2019/09/this-land-was-our-land/594742/?utm_medium=social&utm_content=edit-promo&utm_source=twitter&utm_campaign=the-atlantic&utm_term=2019-08-12T12%3A20%3A16
[8] https://twitter.com/AdamSerwer/status/1163855691049816064
[6] https://www.msnbc.com/politicsnation/watch/nyt-s-the-1619-project-covers-legacy-of-slavery-66434629940
[5] https://www.theonion.com/newt-gingrich-slams-new-york-times-1619-project-as-sh-1837374390?utm_medium=sharefromsite&utm_source=theonion_twitter&utm_campaign=sharebar

Top URLs in Tweet in G4:
[54] https://store.nytimes.com/products/the-1619-project
[14] https://www.theatlantic.com/ideas/archive/2019/08/historical-significance-1619/596365/
[14] https://www.theatlantic.com/ideas/archive/2019/08/historical-significance-1619/596365/?utm_source=twitter&utm_medium=social&utm_campaign=share
[7] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[7] https://negrosubversive.com/2019/08/20/8-20-1619-the-founding-date-of-black-america-is-a-historical-fiction-why-that-doesnt-matter/
[5] https://www.vox.com/2019/8/19/20807633/slavery-white-women-stephanie-jones-rogers-1619?utm_campaign=vox&utm_content=entry&utm_medium=social&utm_source=twitter
[4] https://www.theonion.com/newt-gingrich-slams-new-york-times-1619-project-as-sh-1837374390?utm_content=Main&utm_medium=SocialMarketing&utm_source=Twitter&utm_campaign=SF&/setsession
[3] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/
[3] https://www.washingtonexaminer.com/opinion/how-slavery-doomed-limited-government-in-america
[2] https://slate.com/news-and-politics/2019/08/the-conservative-backlash-against-the-new-york-times-1619-project.html

Top URLs in Tweet in G5:
[91] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[36] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html?smid=tw-share
[28] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/?tid=ss_tw
[26] https://www.usatoday.com/story/news/politics/2019/08/19/newt-gingrich-calls-new-york-times-1619-project-a-lie/2049622001/
[25] https://slate.com/news-and-politics/2019/08/the-conservative-backlash-against-the-new-york-times-1619-project.html
[24] https://www.vox.com/identities/2019/8/19/20812238/1619-project-slavery-conservatives
[23] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/
[23] https://www.theatlantic.com/ideas/archive/2019/08/historical-significance-1619/596365/
[17] https://www.pbs.org/newshour/show/the-1619-project-details-the-legacy-of-slavery-in-america
[16] https://www.infowars.com/watch-live-project-1619-nyt-rewrites-history-to-smear-trump-america/

Top URLs in Tweet in G6:
[32] https://www.washingtonexaminer.com/opinion/how-slavery-doomed-limited-government-in-america
[7] https://www.newsday.com/opinion/columnists/cathy-young/cathy-young-america-slavery-1619-america-liberalism-conservative-nationalism-1.35284078
[6] https://theresurgent.com/2019/08/20/another-egregious-factual-error-in-the-new-york-times-1619-project/
[3] https://www.conservativedailynews.com/2019/08/its-embarrassing-that-the-new-york-times-is-doing-this-conservatives-react-to-the-nyt-1619-project/
[2] https://twitter.com/avensobrien/status/1163564236544434176
[2] https://www.conservativedailynews.com/2019/08/protest-slavery-in-1619-really-democrats/?utm_source=twitter&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.conservativedailynews.com/?p=205862
[1] https://nypost.com/2019/08/19/the-lefts-vile-smear-of-americas-founding/
[1] https://www.dailycaller.com/2019/08/19/its-embarrassing-that-the-new-york-times-is-doing-this-conservatives-react-to-the-nyt-1619-project/
[1] https://slate.com/news-and-politics/2019/08/the-conservative-backlash-against-the-new-york-times-1619-project.html?via=rss_socialflow_twitter

Top URLs in Tweet in G7:
[19] https://store.nytimes.com/products/the-1619-project
[3] https://www.tampabay.com/opinion/2019/08/19/why-aug-20-1619-is-a-date-we-should-all-add-to-the-history-books-editorial/
[3] http://pulitzercenter.org/lesson-plan-grouping/1619-project-curriculum
[2] https://www.smithsonianmag.com/history/misguided-focus-1619-beginning-slavery-us-damages-our-understanding-american-history-180964873/
[2] https://apple.news/A4PKzskB4Q1CZfcNMSOrgNQ
[2] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[1] https://pulitzercenter.org/builder/lesson/reading-guide-quotes-key-terms-and-questions-26504
[1] https://twitter.com/thel0rdbyr0n/status/1163475525026926598
[1] https://twitter.com/menschohnemusil/status/1163862249045397504
[1] https://www.smithsonianmag.com/history/misguided-focus-1619-beginning-slavery-us-damages-our-understanding-american-history-180964873/?fbclid=IwAR1Ocbxz05ARbecIADhVsUAQIVbCR9hHhlpeGvgChlNsxsWCzdQs8_XIdxw#DPOTJqL3IL0yMCO6.01

Top URLs in Tweet in G8:
[14] https://www.theroot.com/breaking-something-bad-is-happening-in-virginia-updat-1837214225
[12] https://store.nytimes.com/products/the-1619-project
[10] http://www.pulitzercenter.org/lesson-plan-grouping/1619-project-curriculum
[2] https://www.washingtonexaminer.com/opinion/how-slavery-doomed-limited-government-in-america
[2] https://www.pbs.org/newshour/show/the-1619-project-details-the-legacy-of-slavery-in-america
[1] https://twitter.com/GeeDee215/status/1163857710078709760
[1] https://chicago.suntimes.com/columnists/2019/8/19/20812859/new-york-times-magazine-1619-project-slavery-civil-rights-movement-statue-of-liberty
[1] http://www.tampabay.com/opinion/2019/08/19/why-aug-20-1619-is-a-date-we-should-all-add-to-the-history-books-editorial/
[1] http://blogs.edweek.org/teachers/teaching_now/2019/08/the_1619_project_curriculum_challenges_teachers_reframe_us_history.html
[1] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html

Top URLs in Tweet in G9:
[120] https://www.theonion.com/newt-gingrich-slams-new-york-times-1619-project-as-sh-1837374390?utm_content=Main&utm_medium=SocialMarketing&utm_source=Twitter&utm_campaign=SF&/setsession
[14] https://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdf
[12] https://store.nytimes.com/products/the-1619-project
[7] https://slate.com/news-and-politics/2019/08/the-conservative-backlash-against-the-new-york-times-1619-project.html
[5] https://www.washingtonexaminer.com/opinion/how-slavery-doomed-limited-government-in-america
[4] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[3] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/?tid=ss_tw
[3] https://www.pbs.org/newshour/show/the-1619-project-details-the-legacy-of-slavery-in-america
[2] https://billayers.org/2019/08/20/the-1619-project/
[2] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html?smid=tw-share

Top URLs in Tweet in G10:
[75] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/
[27] https://store.nytimes.com/products/the-1619-project
[9] http://pulitzercenter.org/lesson-plan-grouping/1619-project-curriculum
[8] http://pulitzercenter.org/projects/1619-project-pulitzer-center-education-programming
[7] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[3] http://www.pulitzercenter.org/lesson-plan-grouping/1619-project-curriculum
[3] https://moguldom.com/220893/10-things-to-know-about-the-nikole-hannah-jones-1619-project/
[2] http://www.pulitzercenter.org/lesson-plan-grouping/1619-project-curriculum?utm_medium=Social&utm_source=Twitter&utm_campaign=1619Curriculum
[2] http://stream.aljazeera.com/join
[1] http://www.pulitzercenter.org/1619

Top Domains
Top Domains in Tweet in Entire Graph:
[2404] nytimes.com
[395] theonion.com
[373] twitter.com
[208] washingtonpost.com
[193] pulitzercenter.org
[173] slate.com
[155] washingtonexaminer.com
[147] vox.com
[136] theresurgent.com
[108] theatlantic.com

Top Domains in Tweet in G1:
[1418] nytimes.com
[28] twitter.com
[25] vox.com
[12] slate.com
[9] pulitzercenter.org
[6] washingtonpost.com
[6] theonion.com
[3] theatlantic.com
[3] pbs.org
[2] ados101.com

Top Domains in Tweet in G2:
[106] nytimes.com
[87] theresurgent.com
[21] twitter.com
[19] newsbusters.org
[15] nationalreview.com
[11] campaign-archive.com
[10] smithsonianmag.com
[9] thefederalist.com
[9] americasbesthistory.com
[9] pulitzercenter.org

Top Domains in Tweet in G3:
[230] theonion.com
[181] nytimes.com
[24] twitter.com
[21] trib.al
[16] edweek.org
[15] pulitzercenter.org
[12] pbs.org
[12] theatlantic.com
[7] msnbc.com
[7] smithsonianmag.com

Top Domains in Tweet in G4:
[63] nytimes.com
[36] theatlantic.com
[7] negrosubversive.com
[5] vox.com
[5] theonion.com
[4] washingtonpost.com
[3] twitter.com
[3] usatoday.com
[3] washingtonexaminer.com
[3] pulitzercenter.org

Top Domains in Tweet in G5:
[218] nytimes.com
[92] twitter.com
[68] washingtonpost.com
[35] pulitzercenter.org
[35] vox.com
[30] slate.com
[30] usatoday.com
[29] theresurgent.com
[28] theatlantic.com
[20] instagram.com

Top Domains in Tweet in G6:
[32] washingtonexaminer.com
[7] newsday.com
[7] theresurgent.com
[7] conservativedailynews.com
[2] twitter.com
[1] nypost.com
[1] dailycaller.com
[1] slate.com
[1] thefederalist.com

Top Domains in Tweet in G7:
[22] nytimes.com
[5] pulitzercenter.org
[3] tampabay.com
[3] smithsonianmag.com
[2] twitter.com
[2] apple.news
[1] unc.edu

Top Domains in Tweet in G8:
[14] theroot.com
[13] nytimes.com
[10] pulitzercenter.org
[2] washingtonexaminer.com
[2] pbs.org
[1] twitter.com
[1] suntimes.com
[1] tampabay.com
[1] edweek.org
[1] theatlantic.com

Top Domains in Tweet in G9:
[121] theonion.com
[20] nytimes.com
[14] pulitzercenter.org
[7] slate.com
[5] washingtonexaminer.com
[4] twitter.com
[4] washingtonpost.com
[3] pbs.org
[2] billayers.org
[1] youtube.com

Top Domains in Tweet in G10:
[77] washingtonpost.com
[40] nytimes.com
[30] pulitzercenter.org
[6] twitter.com
[3] moguldom.com
[2] aljazeera.com
[1] t.co
[1] edweek.org
[1] usatoday.com
[1] washingtonexaminer.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3046] 1619project
[81] ados
[54] slavery
[51] onthisday
[51] the1619project
[50] onevoice1
[47] otd
[40] jamestown400
[40] history
[40] 400years



Top Hashtags in Tweet in G1:
[1408] 1619project
[64] ados
[13] the1619project
[11] wokeaf
[6] reparations2020
[4] nytmagazine
[3] citeblackwomen
[3] b1
[2] podcast
[2] epluribusone

Top Hashtags in Tweet in G2:
[499] 1619project
[12] cancelnytimes
[7] the1619project
[6] karenrebels
[4] history
[3] slavery
[3] fakenews
[2] hateamerica
[2] historyrevision
[2] project1619

Top Hashtags in Tweet in G3:
[365] 1619project
[3] the1619project
[2] teacherfriends
[2] 1619syllabus
[2] virginia
[2] 1619projectbrunch
[2] 2017nafellow
[2] 2016nafellow
[2] politicsonmymind
[1] triggeredlefties

Top Hashtags in Tweet in G4:
[76] 1619project
[2] otd
[2] history
[2] africanamericans
[2] racialjustice
[1] howtobeanantiracist
[1] slavery

Top Hashtags in Tweet in G5:
[48] 1619project
[20] 400years
[18] slavery
[11] history
[7] the1619project
[6] smartnews
[6] peing
[6] 質問箱
[5] nyt
[5] america

Top Hashtags in Tweet in G6:
[23] 1619project
[2] donaldtrump
[2] gunrights
[2] illegalaliens
[2] sex
[2] slave
[1] vtpoli

Top Hashtags in Tweet in G7:
[30] 1619project
[1] bhm
[1] schistory
[1] sctweets
[1] blktwitterstorians
[1] twitterstorians
[1] slavery
[1] civilrights

Top Hashtags in Tweet in G8:
[21] 1619project
[2] neverforget
[2] weremember

Top Hashtags in Tweet in G9:
[18] 1619project
[1] rt
[1] scpolitics

Top Hashtags in Tweet in G10:
[146] 1619project
[14] the1619project
[2] resource
[2] historical
[2] otd
[2] ados
[2] sschat
[2] hsgovchat
[2] edchat
[2] civics

Top Words
Top Words in Tweet in Entire Graph:
[14480] Words in Sentiment List#1: Positive
[21150] Words in Sentiment List#2: Negative
[335] Words in Sentiment List#3: Angry/Violent
[533763] Non-categorized Words
[569393] Total Words
[12890] 1619
[7378] project
[5746] slavery
[4234] america
[4197] years

Top Words in Tweet in G1:
[1442] #1619project
[1403] now
[1365] online
[1213] purchase
[1213] everyone
[1207] available
[1206] looking
[662] 1619
[645] project
[448] nhannahjones

Top Words in Tweet in G2:
[1594] 1619
[1011] project
[769] nytimes
[568] new
[548] york
[536] times
[534] america
[528] american
[508] #1619project
[459] t

Top Words in Tweet in G3:
[795] 1619
[636] project
[508] nytmag
[487] new
[464] times
[462] #1619project
[457] york
[429] now
[338] nhannahjones
[325] america

Top Words in Tweet in G4:
[2037] years
[2032] 400
[1185] 1619
[1078] african
[1066] slavery
[1063] virginia
[1061] racism
[1048] americans
[1046] hope
[1046] surviving

Top Words in Tweet in G5:
[804] 1619
[521] project
[243] slavery
[217] history
[170] new
[147] times
[143] york
[141] america
[114] 20
[107] s

Top Words in Tweet in G6:
[1290] itself
[749] 1619
[733] project
[715] slavery
[708] now
[680] america
[676] times
[664] founding
[652] ny
[647] russia

Top Words in Tweet in G7:
[753] 1619
[744] project
[725] know
[723] center
[721] teachers
[721] free
[720] here
[719] pulitzer
[719] right
[719] guides

Top Words in Tweet in G8:
[1168] slavery
[639] 1619
[596] racial
[575] america
[573] virginia
[573] today
[572] africans
[571] 20
[570] day
[570] legacy

Top Words in Tweet in G9:
[445] s
[384] history
[366] truth
[358] t
[340] 400
[335] american
[335] america
[334] years
[319] isn
[314] tell

Top Words in Tweet in G10:
[382] history
[372] nytimes
[346] free
[328] use
[326] right
[312] pulitzercenter
[273] curriculum
[271] fund2f
[267] naacp_ldf
[266] wilsonchandler

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6696] 1619,project
[3263] 400,years
[2079] 1619,20
[1952] enslaved,africans
[1843] new,york
[1653] now,available
[1635] york,times
[1483] #1619project,now
[1481] available,online
[1475] purchase,#1619project

Top Word Pairs in Tweet in G1:
[1205] now,available
[1203] everyone,looking
[1203] looking,purchase
[1203] purchase,#1619project
[1203] #1619project,now
[1203] available,online
[458] 1619,project
[228] national,unity
[160] nhannahjones,folks
[160] folks,couldn

Top Word Pairs in Tweet in G2:
[964] 1619,project
[548] new,york
[467] york,times
[424] enslaved,africans
[422] collection,essays
[418] august,1619
[413] 1619,ship
[412] ship,carrying
[411] didn,t
[411] africans,landed

Top Word Pairs in Tweet in G3:
[555] 1619,project
[457] new,york
[409] york,times
[257] times,1619
[231] enslaved,africans
[228] newt,gingrich
[228] gingrich,slams
[228] slams,new
[228] project,shameless
[228] shameless,abolitionist

Top Word Pairs in Tweet in G4:
[2028] 400,years
[1047] african,americans
[1044] americans,surviving
[1004] 1619,20
[968] years,ago
[964] ago,1619
[963] day,400
[963] 20,odd
[963] odd,negroes
[963] negroes,hauled

Top Word Pairs in Tweet in G5:
[449] 1619,project
[142] new,york
[113] york,times
[68] project,far
[68] far,right
[68] right,fear
[68] fear,history
[65] 20,1619
[65] 400,years
[50] times,1619

Top Word Pairs in Tweet in G6:
[733] 1619,project
[652] ny,times
[645] times,having
[645] having,devoted
[645] devoted,itself
[645] itself,russia
[645] russia,collusion
[645] collusion,wild
[645] wild,goose
[645] goose,chase

Top Word Pairs in Tweet in G7:
[735] 1619,project
[719] pulitzer,center
[716] know,lot
[716] lot,folks
[716] folks,teachers
[716] teachers,interested
[716] interested,physical
[716] physical,copy
[716] copy,pulitzer
[716] center,entire

Top Word Pairs in Tweet in G8:
[570] legacy,slavery
[569] 1619,20
[569] mass,incarceration
[568] dark,day
[568] day,1619
[568] 20,africans
[568] africans,forcibly
[568] forcibly,brought
[568] brought,jamestown
[568] jamestown,virginia

Top Word Pairs in Tweet in G9:
[331] 400,years
[319] isn,t
[313] american,history
[312] years,isn
[312] t,time
[312] time,tell
[312] tell,true
[312] true,story
[312] story,american
[312] history,congressional

Top Word Pairs in Tweet in G10:
[265] wilsonchandler,ekpeudoh
[265] ekpeudoh,itsgabrielleu
[265] itsgabrielleu,johnlegend
[265] johnlegend,naacp_ldf
[265] naacp_ldf,fund2f
[257] use,free
[251] pulitzercenter,produced
[251] produced,entire
[251] entire,school
[251] school,curriculum

Top Replied-To
Top Replied-To in Entire Graph:
@nytimes
@nhannahjones
@randyebarnett
@ewerickson
@raimu_1619
@jbouie
@tonetalks
@kurtstreeter
@ndrew_lawrence
@geedee215

Top Replied-To in G1:
@nhannahjones
@tonetalks
@nytimes
@kamalaharris
@iamsophianelson
@revlaurieinlex
@tariqnasheed
@judithcardamone
@maxhpf
@_nick_hodge

Top Replied-To in G2:
@nytimes
@ewerickson
@jbouie
@chuckwoolery
@randyebarnett
@blueboxdave
@afrakt
@abc
@hennacee1
@dermotjm9er

Top Replied-To in G3:
@nhannahjones
@nytimes
@newtgingrich
@bycalvinphoto
@nytmag
@nrookie
@lavern1024
@kirk4defiance
@_chris_golding_
@kerileighmerrit

Top Replied-To in G4:
@dribram
@larson_big
@mhpoison1
@talbertswan
@thespybrief
@fool_brittania

Top Replied-To in G5:
@treeun

Top Replied-To in G6:
@brithume
@baseballcrank
@cathyyoung63
@adamtrahan
@philipaklein
@freesports14
@commentary

Top Replied-To in G7:
@wilsonrmhs
@writingwoman7
@lisacthomson
@nhannahjones
@tarafhunter
@thel0rdbyr0n

Top Replied-To in G8:
@_maxwell_
@tmstrickl_tim
@brentnyt
@kristenclarkejd

Top Replied-To in G9:
@aclu
@john1gun
@attackerman
@paulkrugman
@normandearmond
@constans
@will_bunch
@mrtate
@abfrancois
@msjulielenarz

Top Replied-To in G10:
@nytimes
@breakingbrown
@marysgotclass
@tstormva
@project1619
@brianhhunt1
@nhannahjones
@tedgenoways
@13thgenusa
@rbaxterteaches

Top Mentioned
Top Mentioned in Entire Graph:
@theatlantic
@nytimes
@nhannahjones
@nytmag
@pulitzercenter
@fund2f
@johnlegend
@naacp_ldf
@wilsonchandler
@ekpeudoh

Top Mentioned in G1:
@nhannahjones
@ashleyfeinberg
@nytimes
@theatlantic
@breakingbrown
@tonetalks
@sxmprogress
@kwcosby
@1voiceprayermov
@just_shelter

Top Mentioned in G2:
@nytimes
@ewerickson
@fdrlst
@nhannahjones
@jbouie
@benshapiro
@msnbc
@washingtonpost
@johnddavidson
@theatlantic

Top Mentioned in G3:
@nytmag
@nhannahjones
@nytimes
@newtgingrich
@jakesilverstein
@newshour
@pulitzercenter
@theatlantic
@theonion
@johnlegend

Top Mentioned in G4:
@theatlantic
@dribram
@nhannahjones
@nytimes
@slate
@facebook
@t_fisherking

Top Mentioned in G5:

Top Mentioned in G6:
@cdnnow
@noahcrothman
@commentary
@philipaklein
@nytimes

Top Mentioned in G7:
@nytimes
@thel0rdbyr0n
@smithsonianmag
@nytmag
@tb_times
@ajenglish
@ajstream
@theatlantic
@deenc2014
@elitistrebel

Top Mentioned in G8:
@amy_siskind
@nytimes
@theatlantic
@kristenclarkejd
@jbouie

Top Mentioned in G9:
@thedemocrats
@jcaufield34
@will_bunch
@joncoopertweets
@wordpressdotcom
@theatlantic
@nytimes
@realdonaldtrump
@kevinmkruse
@jbouie

Top Mentioned in G10:
@pulitzercenter
@fund2f
@naacp_ldf
@wilsonchandler
@ekpeudoh
@itsgabrielleu
@johnlegend
@nytimes
@nytmag
@nhannahjones

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@_mrdavidjones
@blacktradelines
@the_news_diva
@morinaga_angel
@robinsnewswire
@afropages
@dichristine
@chris_1791
@commonpatriot

Top Tweeters in G1:
@kat4obama
@rxbun
@metaquest
@gojira007x
@wildwalkerwoman
@der_bluthund
@macsleepy
@book___whore
@reignofapril
@sophialamar1

Top Tweeters in G2:
@chris_1791
@commonpatriot
@immoralreport
@legallybae
@britpoptarts
@israelnewslinks
@starcoreone02
@thehill
@rosstell
@lovecovfefe2020

Top Tweeters in G3:
@dichristine
@plantflowes
@lynn_weiser
@gpackchopra
@sueleugers
@jhamby
@journeyproducti
@drofdem
@phillygirl1441
@varun18vijay

Top Tweeters in G4:
@the_news_diva
@monicasloves
@_redfrog
@billm9
@snottiedrippen
@padakitty
@homegypsy
@anthonybourque
@_silversmith
@boerneaj

Top Tweeters in G5:
@blacktradelines
@afropages
@koltovskoyyakov
@globalissuesweb
@cahulaan
@raybae689
@usrealitycheck
@mjgarciakcmo
@bmangh
@njslea

Top Tweeters in G6:
@madanabhat
@katcapps
@schwingcat
@jovangnr
@anilns425
@michaelbarger1
@anzers
@karriefleetwood
@sampleatl
@williamlharbuck

Top Tweeters in G7:
@inthebleachers
@big_smalls
@stunnatiff
@jason1749
@bibliogato
@cangal_39
@ajenglish
@lordebarrington
@nuuyawkerr
@squirrel_ma

Top Tweeters in G8:
@davidlance3
@shadowdogdesign
@jodotcom
@amadii
@rhonda_harbison
@msochubbard
@cmpnwtr
@djchubbeswagg
@kane007
@oooooo_donna

Top Tweeters in G9:
@rjber15
@1denmadrid
@coopmike48
@thereal_rebel
@onahunttoday
@inspiteoftrump
@debi129
@netminnow
@w55unicorn
@cwharlow

Top Tweeters in G10:
@n7irl
@pas5974
@billnigh
@tadrow
@tinyboo49
@wechoosewisdom
@omgitstamz
@demfromct
@joy31608
@djsherekhan


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