1619, Twitter, 8/20/2019 9:07:55 PM, 207443
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1619_2019-08-20_11-11-12.xlsx
1619_2019-08-20_11-11-12.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/2NruKtY
@nytimes
@nhannahjones
@dribram
@thel0rdbyr0n
@brithume
@kristenclarkejd
@theatlantic
@nmaahc
@eji_org
@nytmag

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

Description:
Description
The graph represents a network of 16,099 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 19:13 UTC.

The tweets in the network were tweeted over the 11-hour, 42-minute period from Tuesday, 20 August 2019 at 06:28 UTC to Tuesday, 20 August 2019 at 18:10 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 : 16099
Unique Edges : 25521
Edges With Duplicates : 2849
Total Edges : 28370
Self-Loops : 2188
Reciprocated Vertex Pair Ratio : 0.00609310260784792
Reciprocated Edge Ratio : 0.0121124031007752
Connected Components : 1513
Single-Vertex Connected Components : 1081
Maximum Vertices in a Connected Component : 13585
Maximum Edges in a Connected Component : 25630
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.351014
Graph Density : 9.55696764176985E-05
Modularity : 0.718817
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1723] https://store.nytimes.com/products/the-1619-project
[286] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[269] 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
[140] https://www.washingtonexaminer.com/opinion/how-slavery-doomed-limited-government-in-america
[133] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/
[132] https://slate.com/news-and-politics/2019/08/the-conservative-backlash-against-the-new-york-times-1619-project.html
[131] 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
[91] https://theresurgent.com/2019/08/20/another-egregious-factual-error-in-the-new-york-times-1619-project/
[65] https://www.theatlantic.com/ideas/archive/2019/08/historical-significance-1619/596365/
[61] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html?smid=tw-share

Top URLs in Tweet in G1:
[1278] https://store.nytimes.com/products/the-1619-project
[48] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[24] https://www.vox.com/2019/8/19/20807633/slavery-white-women-stephanie-jones-rogers-1619
[18] https://twitter.com/nhannahjones/status/1163453105482194949
[6] https://www.pbs.org/newshour/show/the-1619-project-details-the-legacy-of-slavery-in-america
[5] https://www.nytimes.com/interactive/2019/08/14/magazine/black-history-american-democracy.html
[5] https://www.msnbc.com/politicsnation/watch/nyt-s-the-1619-project-covers-legacy-of-slavery-66434629940
[4] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/
[3] http://pulitzercenter.org/projects/1619-project-pulitzer-center-education-programming
[3] https://www.theatlantic.com/ideas/archive/2019/08/historical-significance-1619/596365/

Top URLs in Tweet in G2:
[72] https://theresurgent.com/2019/08/20/another-egregious-factual-error-in-the-new-york-times-1619-project/
[29] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[25] https://store.nytimes.com/products/the-1619-project
[21] 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
[10] 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.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/?tid=ss_tw
[6] https://www.smithsonianmag.com/history/misguided-focus-1619-beginning-slavery-us-damages-our-understanding-american-history-180964873/?fbclid=IwAR2N0gNEoL1pa2ssHoi0zrHv8t90LALYFGhmFgtpUBoCFhospYboCxBGke8

Top URLs in Tweet in G3:
[152] https://store.nytimes.com/products/the-1619-project
[23] https://qoo.ly/z9p43
[21] https://trib.al/cloZLq2
[21] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[12] http://pulitzercenter.org/lesson-plan-grouping/1619-project-curriculum
[11] 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
[10] http://pulitzercenter.org/projects/1619-project-pulitzer-center-education-programming
[10] 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
[9] https://www.pbs.org/newshour/show/the-1619-project-details-the-legacy-of-slavery-in-america
[5] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html?mtrref=undefined&gwh=311F2F7D6A1CD8C886D594344CD315B9&gwt=pay&assetType=REGIWALL

Top URLs in Tweet in G4:
[51] https://store.nytimes.com/products/the-1619-project
[16] 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
[8] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[6] 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.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
[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
[3] https://www.washingtonexaminer.com/opinion/how-slavery-doomed-limited-government-in-america
[2] https://www.dailykos.com/stories/2019/8/18/1878872/-1619-The-400th-anniversary-of-the-real-founding-of-America
[2] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/

Top URLs in Tweet in G5:
[93] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[37] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html?smid=tw-share
[30] https://www.vox.com/identities/2019/8/19/20812238/1619-project-slavery-conservatives
[28] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/
[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
[22] https://www.theatlantic.com/ideas/archive/2019/08/historical-significance-1619/596365/
[18] 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:
[21] https://store.nytimes.com/products/the-1619-project
[6] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/
[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] https://www.smithsonianmag.com/history/misguided-focus-1619-beginning-slavery-us-damages-our-understanding-american-history-180964873/
[3] http://pulitzercenter.org/lesson-plan-grouping/1619-project-curriculum
[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/philipaklein/status/1163853616370860032

Top URLs in Tweet in G7:
[31] https://www.washingtonexaminer.com/opinion/how-slavery-doomed-limited-government-in-america
[6] 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 G8:
[14] https://www.theroot.com/breaking-something-bad-is-happening-in-virginia-updat-1837214225
[11] 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] https://qoo.ly/z9p43
[1] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html

Top URLs in Tweet in G9:
[113] 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
[13] https://store.nytimes.com/products/the-1619-project
[9] https://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdf
[8] https://twitter.com/AdamSerwer/status/1163855691049816064
[8] https://www.pbs.org/newshour/show/the-1619-project-details-the-legacy-of-slavery-in-america
[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.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
[3] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/?tid=ss_tw

Top URLs in Tweet in G10:
[82] https://www.washingtonexaminer.com/opinion/how-slavery-doomed-limited-government-in-america
[16] https://store.nytimes.com/products/the-1619-project
[8] https://www.theatlantic.com/ideas/archive/2019/08/historical-significance-1619/596365/
[6] https://theresurgent.com/2019/08/20/another-egregious-factual-error-in-the-new-york-times-1619-project/?utm_source=Insightly&utm_campaign=3eb82426fe-RSS_EMAIL_CAMPAIGN&utm_medium=email&utm_term=0_198a5324d1-3eb82426fe-269940361&mc_cid=3eb82426fe&mc_eid=d342fda055
[5] https://www.theonion.com/newt-gingrich-slams-new-york-times-1619-project-as-sh-1837374390
[4] https://slate.com/news-and-politics/2019/08/the-conservative-backlash-against-the-new-york-times-1619-project.html
[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://stoehr.substack.com/p/white-envy-of-black-patriotism
[2] https://www.nytimes.com/interactive/2019/08/14/magazine/black-history-american-democracy.html
[2] https://twitter.com/salimfurth/status/1163640086216478721

Top Domains
Top Domains in Tweet in Entire Graph:
[2299] nytimes.com
[428] theonion.com
[365] twitter.com
[211] washingtonpost.com
[187] pulitzercenter.org
[177] slate.com
[159] vox.com
[147] washingtonexaminer.com
[136] theresurgent.com
[107] theatlantic.com

Top Domains in Tweet in G1:
[1348] nytimes.com
[30] twitter.com
[26] vox.com
[10] pulitzercenter.org
[6] washingtonpost.com
[6] pbs.org
[5] msnbc.com
[3] theatlantic.com
[2] qoo.ly
[2] ados101.com

Top Domains in Tweet in G2:
[101] nytimes.com
[88] theresurgent.com
[24] twitter.com
[19] newsbusters.org
[15] nationalreview.com
[11] smithsonianmag.com
[11] washingtonpost.com
[10] thefederalist.com
[10] campaign-archive.com
[8] washingtonexaminer.com

Top Domains in Tweet in G3:
[201] nytimes.com
[42] pulitzercenter.org
[23] qoo.ly
[22] trib.al
[22] twitter.com
[14] theonion.com
[13] theatlantic.com
[10] pbs.org
[5] smithsonianmag.com
[5] youtube.com

Top Domains in Tweet in G4:
[60] nytimes.com
[38] theatlantic.com
[6] negrosubversive.com
[5] theonion.com
[5] vox.com
[4] twitter.com
[3] washingtonpost.com
[3] washingtonexaminer.com
[3] pulitzercenter.org
[3] history.com

Top Domains in Tweet in G5:
[224] nytimes.com
[92] twitter.com
[77] washingtonpost.com
[44] vox.com
[38] pulitzercenter.org
[33] usatoday.com
[30] slate.com
[29] theresurgent.com
[27] theatlantic.com
[20] pbs.org

Top Domains in Tweet in G6:
[24] nytimes.com
[7] washingtonpost.com
[5] pulitzercenter.org
[4] twitter.com
[4] smithsonianmag.com
[3] tampabay.com
[2] apple.news
[1] aljazeera.com
[1] washingtonexaminer.com
[1] unc.edu

Top Domains in Tweet in G7:
[31] washingtonexaminer.com
[8] conservativedailynews.com
[7] theresurgent.com
[6] newsday.com
[2] twitter.com
[1] nypost.com
[1] dailycaller.com
[1] slate.com
[1] thefederalist.com

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

Top Domains in Tweet in G9:
[116] theonion.com
[21] nytimes.com
[11] twitter.com
[9] pulitzercenter.org
[8] pbs.org
[7] slate.com
[5] washingtonexaminer.com
[3] washingtonpost.com
[2] billayers.org
[1] youtube.com

Top Domains in Tweet in G10:
[82] washingtonexaminer.com
[19] nytimes.com
[10] twitter.com
[10] theonion.com
[8] theatlantic.com
[6] theresurgent.com
[5] slate.com
[3] substack.com
[3] washingtonpost.com
[1] edweek.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2952] 1619project
[80] ados
[58] slavery
[54] the1619project
[50] onevoice1
[49] otd
[42] onthisday
[40] 400years
[39] history
[37] jamestown400



Top Hashtags in Tweet in G1:
[1340] 1619project
[63] ados
[15] the1619project
[11] wokeaf
[6] reparations2020
[4] nytmagazine
[3] citeblackwomen
[3] b1
[2] podcast
[2] epluribusone

Top Hashtags in Tweet in G2:
[587] 1619project
[11] cancelnytimes
[8] the1619project
[5] slavery
[4] history
[3] fakenews
[2] hateamerica
[2] historyrevision
[2] project1619
[2] americanhistory

Top Hashtags in Tweet in G3:
[391] 1619project
[17] the1619project
[10] karenrebels
[3] otd
[3] slavery
[3] usa
[3] america
[2] resource
[2] historical
[2] coupplotters

Top Hashtags in Tweet in G4:
[76] 1619project
[3] history
[2] otd
[2] africanamericans
[2] racialjustice
[1] howtobeanantiracist
[1] blacklivesmatter
[1] twitterstorians
[1] blktwitterstorians
[1] sschat

Top Hashtags in Tweet in G5:
[47] 1619project
[20] 400years
[19] slavery
[11] history
[7] peing
[7] 質問箱
[7] the1619project
[6] otd
[5] nytimes
[5] smartnews

Top Hashtags in Tweet in G6:
[40] 1619project
[2] ados
[1] bhm
[1] schistory
[1] sctweets
[1] blktwitterstorians
[1] twitterstorians
[1] slavery
[1] civilrights
[1] disrupttexts

Top Hashtags in Tweet in G7:
[18] 1619project
[2] donaldtrump
[2] gunrights
[2] illegalaliens
[2] sex
[2] slave
[1] mediabias
[1] theproject
[1] thenewyorktimes
[1] vtpoli

Top Hashtags in Tweet in G8:
[20] 1619project
[2] neverforget
[2] weremember

Top Hashtags in Tweet in G9:
[17] 1619project
[1] rt
[1] scpolitics

Top Hashtags in Tweet in G10:
[24] 1619project
[1] democracy
[1] americanhistory
[1] slavery
[1] racism
[1] climatechange
[1] science
[1] journalstandard
[1] tuesdaythoughts
[1] project1619

Top Words
Top Words in Tweet in Entire Graph:
[14412] Words in Sentiment List#1: Positive
[21281] Words in Sentiment List#2: Negative
[326] Words in Sentiment List#3: Angry/Violent
[534076] Non-categorized Words
[569769] Total Words
[12994] 1619
[7523] project
[5701] slavery
[4191] america
[4082] years

Top Words in Tweet in G1:
[1385] #1619project
[1311] now
[1273] online
[1128] everyone
[1124] purchase
[1119] available
[1118] looking
[584] 1619
[575] project
[490] nhannahjones

Top Words in Tweet in G2:
[1638] 1619
[1020] project
[856] nytimes
[598] #1619project
[593] new
[571] york
[561] times
[535] america
[519] american
[472] t

Top Words in Tweet in G3:
[685] 1619
[526] project
[500] #1619project
[494] nytmag
[485] history
[461] nytimes
[449] now
[360] america
[350] slavery
[335] first

Top Words in Tweet in G4:
[2027] 400
[2026] years
[1240] 1619
[1087] slavery
[1076] racism
[1068] african
[1059] virginia
[1040] americans
[1040] hope
[1038] surviving

Top Words in Tweet in G5:
[839] 1619
[547] project
[253] slavery
[231] history
[178] new
[153] times
[152] york
[150] america
[125] 20
[115] s

Top Words in Tweet in G6:
[786] 1619
[778] project
[720] know
[720] right
[717] center
[715] teachers
[715] free
[714] pulitzer
[713] here
[713] guides

Top Words in Tweet in G7:
[1252] itself
[724] 1619
[710] project
[691] slavery
[685] now
[660] america
[654] times
[641] founding
[633] ny
[628] russia

Top Words in Tweet in G8:
[1118] slavery
[614] 1619
[571] racial
[550] america
[548] virginia
[548] today
[547] africans
[546] 20
[545] day
[545] legacy

Top Words in Tweet in G9:
[411] s
[371] history
[344] truth
[313] american
[312] america
[307] t
[304] 400
[298] isn
[297] years
[295] story

Top Words in Tweet in G10:
[529] 1619
[413] project
[222] history
[205] people
[181] randyebarnett
[175] liberty
[174] human
[171] self
[171] enslavement
[170] side

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6823] 1619,project
[3175] 400,years
[2024] 1619,20
[1972] new,york
[1937] enslaved,africans
[1743] york,times
[1531] now,available
[1364] #1619project,now
[1362] available,online
[1356] purchase,#1619project

Top Word Pairs in Tweet in G1:
[1116] now,available
[1113] everyone,looking
[1113] looking,purchase
[1113] purchase,#1619project
[1113] #1619project,now
[1113] available,online
[373] 1619,project
[238] national,unity
[156] nhannahjones,folks
[156] folks,couldn

Top Word Pairs in Tweet in G2:
[973] 1619,project
[571] new,york
[490] york,times
[444] enslaved,africans
[443] collection,essays
[442] august,1619
[435] 1619,ship
[434] ship,carrying
[433] didn,t
[432] america,know

Top Word Pairs in Tweet in G3:
[408] 1619,project
[299] wilsonchandler,ekpeudoh
[299] ekpeudoh,itsgabrielleu
[299] itsgabrielleu,johnlegend
[299] johnlegend,naacp_ldf
[299] naacp_ldf,fund2f
[280] use,free
[274] pulitzercenter,produced
[274] produced,entire
[274] entire,school

Top Word Pairs in Tweet in G4:
[2023] 400,years
[1039] african,americans
[1036] americans,surviving
[996] 1619,20
[957] years,ago
[955] ago,1619
[955] 20,odd
[954] day,400
[954] odd,negroes
[954] negroes,hauled

Top Word Pairs in Tweet in G5:
[471] 1619,project
[151] new,york
[122] york,times
[77] project,far
[77] far,right
[77] right,fear
[77] fear,history
[66] 20,1619
[63] 400,years
[52] times,1619

Top Word Pairs in Tweet in G6:
[759] 1619,project
[713] pulitzer,center
[710] know,lot
[710] lot,folks
[710] folks,teachers
[710] teachers,interested
[710] interested,physical
[710] physical,copy
[710] copy,pulitzer
[710] center,entire

Top Word Pairs in Tweet in G7:
[710] 1619,project
[633] ny,times
[626] times,having
[626] having,devoted
[626] devoted,itself
[626] itself,russia
[626] russia,collusion
[626] collusion,wild
[626] wild,goose
[626] goose,chase

Top Word Pairs in Tweet in G8:
[545] legacy,slavery
[544] 1619,20
[544] mass,incarceration
[543] dark,day
[543] day,1619
[543] 20,africans
[543] africans,forcibly
[543] forcibly,brought
[543] brought,jamestown
[543] jamestown,virginia

Top Word Pairs in Tweet in G9:
[298] isn,t
[295] 400,years
[292] american,history
[292] america,s
[291] years,isn
[291] t,time
[291] time,tell
[291] tell,true
[291] true,story
[291] story,american

Top Word Pairs in Tweet in G10:
[409] 1619,project
[168] randyebarnett,side
[168] side,benefit
[168] benefit,1619
[168] project,illustrating
[168] illustrating,self
[168] self,identified
[168] identified,libertarians
[168] libertarians,become
[168] become,suddenly

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

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

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

Top Replied-To in G3:
@nytimes
@newtgingrich
@nhannahjones
@roncoleman
@realdonaldtrump
@bycalvinphoto
@lavern1024
@msnightwriter
@nytmag
@_chris_golding_

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

Top Replied-To in G5:
@treeun

Top Replied-To in G6:
@breakingbrown
@wilsonrmhs
@writingwoman7
@lisacthomson
@simmonsjoseph19
@wilsonchandler
@tolerance_org
@thejlv
@mcostellott
@cococorycollins

Top Replied-To in G7:
@brithume
@adamtrahan
@philipaklein
@freesports14
@commentary

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

Top Replied-To in G9:
@kevinmkruse
@aclu
@john1gun
@constans
@attackerman
@paulkrugman
@normandearmond
@will_bunch
@beaugeste11
@mrtate

Top Replied-To in G10:
@randyebarnett
@kurtstreeter
@tedcruz
@jonfavs
@jadler1969
@nhannahjones
@seanhecht
@realdonaldtrump
@aeddiei
@taniel

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

Top Mentioned in G1:
@nhannahjones
@nytimes
@nytmag
@breakingbrown
@theatlantic
@pulitzercenter
@tonetalks
@sxmprogress
@kwcosby
@1voiceprayermov

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

Top Mentioned in G3:
@nytmag
@pulitzercenter
@nhannahjones
@fund2f
@johnlegend
@naacp_ldf
@wilsonchandler
@ekpeudoh
@itsgabrielleu
@nytimes

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

Top Mentioned in G5:

Top Mentioned in G6:
@nytimes
@thel0rdbyr0n
@smithsonianmag
@ajstream
@theatlantic
@tb_times
@ajenglish
@lisacthomson
@justant84
@nytmag

Top Mentioned in G7:
@cdnnow
@noahcrothman
@philipaklein
@nytimes

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

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

Top Mentioned in G10:
@tedcruz
@randyebarnett
@adamserwer
@nhannahjones
@theatlantic
@nytimes
@mjs_dc
@nytmag
@richlowry
@slate

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
@wildwalkerwoman
@der_bluthund
@macsleepy
@reignofapril
@sapphixy
@lacunalingua
@glynmoody

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

Top Tweeters in G3:
@dichristine
@plantflowes
@lynn_weiser
@billnigh
@gpackchopra
@threadreaderapp
@sueleugers
@jhamby
@journeyproducti
@drofdem

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

Top Tweeters in G5:
@blacktradelines
@afropages
@koltovskoyyakov
@jondknight
@globalissuesweb
@cahulaan
@raybae689
@rubestguy
@usrealitycheck
@mjgarciakcmo

Top Tweeters in G6:
@inthebleachers
@syr829
@big_smalls
@ellewcarter
@stunnatiff
@jason1749
@bibliogato
@cangal_39
@ajenglish
@lordebarrington

Top Tweeters in G7:
@madanabhat
@katcapps
@schwingcat
@jovangnr
@anilns425
@michaelbarger1
@anzers
@karriefleetwood
@sampleatl
@williamlharbuck

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

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

Top Tweeters in G10:
@missb62
@willseattle
@kenkircher1
@4meshewill
@sws_edu
@stetayen
@resistancesean
@kristafrances
@amyayers16
@grape_juice13


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