#1619Project, Twitter, 8/20/2019 9:20:33 PM, 207445


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#1619Project_2019-08-20_11-16-22.xlsx
#1619Project_2019-08-20_11-16-22.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 20, 2019
Short Description:
#1619Project via NodeXL http://bit.ly/2Nnvbpk
@nhannahjones
@nytimes
@dabeard
@kevinmkruse
@nytmag
@africanacarr
@jdmaccoby
@nmaahc
@limerick1914
@jazzedloon

Top hashtags:
#1619project
#ados
#twitterstorians
#slavery
#reparations
#400years
#history
#nabj
#sschat

Description:
Description
The graph represents a network of 14,553 Twitter users whose recent tweets contained "#1619Project", 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 19:31 UTC.

The tweets in the network were tweeted over the 17-hour, 11-minute period from Tuesday, 20 August 2019 at 01:16 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 : 14553
Unique Edges : 26401
Edges With Duplicates : 5769
Total Edges : 32170
Self-Loops : 1333
Reciprocated Vertex Pair Ratio : 0.00444833369795085
Reciprocated Edge Ratio : 0.0088572673152316
Connected Components : 673
Single-Vertex Connected Components : 460
Maximum Vertices in a Connected Component : 13389
Maximum Edges in a Connected Component : 30490
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.284281
Graph Density : 0.000130081297127555
Modularity : 0.574051
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1695] https://store.nytimes.com/products/the-1619-project
[316] https://twitter.com/thechamprf/status/1163588121117765633
[182] http://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdf
[83] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[68] http://www.bbc.com/culture/story/20160602-roots-the-most-important-tv-show-ever
[65] https://trib.al/cloZLq2
[58] 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
[34] https://www.nytimes.com/interactive/2019/08/14/magazine/black-history-american-democracy.html
[32] https://twitter.com/nhannahjones/status/1163829821878820864
[30] https://chicago.suntimes.com/columnists/2019/8/19/20812859/new-york-times-magazine-1619-project-slavery-civil-rights-movement-statue-of-liberty

Top URLs in Tweet in G1:
[1369] https://store.nytimes.com/products/the-1619-project
[200] https://twitter.com/thechamprf/status/1163588121117765633
[17] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[8] https://www.nytimes.com/interactive/2019/08/14/magazine/black-history-american-democracy.html
[8] http://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdf
[6] https://twitter.com/nhannahjones/status/1163829821878820864
[3] https://twitter.com/nhannahjones/status/1161655165767884801
[3] https://twitter.com/tedgenoways/status/1163463557746503686
[3] http://www.bbc.com/culture/story/20160602-roots-the-most-important-tv-show-ever
[3] https://twitter.com/sejr_historian/status/1162935984134078464

Top URLs in Tweet in G2:
[127] http://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdf
[44] https://store.nytimes.com/products/the-1619-project
[27] https://chicago.suntimes.com/columnists/2019/8/19/20812859/new-york-times-magazine-1619-project-slavery-civil-rights-movement-statue-of-liberty
[20] https://twitter.com/thechamprf/status/1163588121117765633
[13] https://theweek.com/articles/859776/new-york-times-surrenders-left-race
[12] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[7] https://www.newsday.com/opinion/columnists/cathy-young/cathy-young-america-slavery-1619-america-liberalism-conservative-nationalism-1.35284078
[6] https://www.nytimes.com/interactive/2019/08/14/magazine/black-history-american-democracy.html
[4] https://twitter.com/nytimes/status/1162018492415172609
[4] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html?smid=tw-share

Top URLs in Tweet in G3:
[83] https://store.nytimes.com/products/the-1619-project
[58] https://trib.al/cloZLq2
[51] 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
[31] https://twitter.com/thechamprf/status/1163588121117765633
[17] https://twitter.com/jakesilverstein/status/1163817138215219200
[12] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[8] http://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdf
[6] https://www.nytimes.com/interactive/2019/08/14/magazine/black-history-american-democracy.html
[5] http://pulitzercenter.org/projects/1619-project-pulitzer-center-education-programming
[5] https://twitter.com/nhannahjones/status/1163541978954510337

Top URLs in Tweet in G4:
[52] http://www.bbc.com/culture/story/20160602-roots-the-most-important-tv-show-ever
[35] https://store.nytimes.com/products/the-1619-project
[15] https://twitter.com/thechamprf/status/1163588121117765633
[4] https://www.nytimes.com/interactive/2019/08/19/magazine/history-slavery-smithsonian.html
[3] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/
[3] https://twitter.com/johnedwinmason/status/1163098440097775616
[3] https://twitter.com/pulitzercenter/status/1161658649795846145
[2] https://twitter.com/nytimes/status/1162018492415172609
[2] https://twitter.com/newtgingrich/status/1162981114383949826
[1] https://twitter.com/aurabogado/status/1163102104224817152

Top URLs in Tweet in G5:
[27] https://store.nytimes.com/products/the-1619-project
[18] https://twitter.com/thechamprf/status/1163588121117765633
[4] https://asunow.asu.edu/20190819-discoveries-impossible-story-african-pioneer-colonial-america
[4] https://twitter.com/JamilSmith/status/1163124914586415104
[3] https://trib.al/cloZLq2
[3] 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
[3] http://www.bbc.com/culture/story/20160602-roots-the-most-important-tv-show-ever
[3] https://www.nytimes.com/interactive/2019/08/19/magazine/history-slavery-smithsonian.html
[2] https://twitter.com/ByBerkowitz/status/1163798903873048578
[2] https://twitter.com/professorkim/status/1163811626132226050

Top URLs in Tweet in G6:
[61] https://store.nytimes.com/products/the-1619-project
[15] https://twitter.com/Neoavatara/status/1163260758244974592
[9] https://twitter.com/thechamprf/status/1163588121117765633
[7] http://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdf
[4] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[4] https://twitter.com/mspackyetti/status/1163284358737928192
[3] https://twitter.com/nhannahjones/status/1161655165767884801
[3] https://www.nytimes.com/interactive/2019/08/14/magazine/slavery-capitalism.html
[2] https://www.nytimes.com/interactive/2019/08/14/magazine/racial-wealth-gap.html
[2] https://twitter.com/nhannahjones/status/1163829821878820864

Top URLs in Tweet in G7:
[10] https://store.nytimes.com/products/the-1619-project
[3] https://twitter.com/nhannahjones/status/1162715828825022466
[2] https://twitter.com/thechamprf/status/1163588121117765633
[2] https://twitter.com/ishenarobinson/status/1163603572271058944
[1] https://twitter.com/PurposeBuiltCS/status/1163790248138199041
[1] https://www.nytimes.com/interactive/2019/08/14/magazine/slavery-capitalism.html?smid=tw-share
[1] https://www.nytimes.com/interactive/2019/08/14/magazine/howard-university-law-school.html
[1] http://pulitzercenter.org/builder/lesson/reading-guide-quotes-key-terms-and-questions-26504
[1] https://twitter.com/kellyrhonesdead/status/1163853481616105473
[1] https://twitter.com/Neoavatara/status/1163260758244974592

Top URLs in Tweet in G8:
[22] https://store.nytimes.com/products/the-1619-project
[16] https://www.cato.org/blog/1619-project-confronting-legacies-american-slavery
[7] https://www.cato.org/blog/why-1619-matters-2019
[6] https://twitter.com/thechamprf/status/1163588121117765633
[4] https://niskanencenter.org/blog/black-liberty-matters/
[3] https://www.nytimes.com/interactive/2019/08/19/magazine/slavery-american-schools.html
[3] http://www.bbc.com/culture/story/20160602-roots-the-most-important-tv-show-ever
[3] https://www.nytimes.com/interactive/2019/08/19/magazine/history-slavery-smithsonian.html?fbclid=IwAR1EI6_8oYovA330KzIEFP8gE1FHSD83sd5l3I309_LiLcnkszK15P18XN0
[3] https://www.nytimes.com/interactive/2019/08/14/magazine/traffic-atlanta-segregation.html
[3] http://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdfhttp://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdf

Top URLs in Tweet in G9:
[12] https://www.youtube.com/watch?v=7qt4_lA44sQ&feature=youtu.be

[7] https://www.youtube.com/watch?v=XrfV7w3EyGI&feature=youtu.be

[5] https://twitter.com/noblyrogue/status/1163833649978101760
[4] https://twitter.com/MsJaDell/status/1163833657997574156
[3] https://twitter.com/kamalaharris/status/1163237598699163649
[3] https://store.nytimes.com/products/the-1619-project
[3] http://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdf
[3] https://www.marianne2020.com/posts/democratic-presidential-candidate-marianne-williamson-on-why-she-supports-reparations
[3] https://twitter.com/joshypants/status/1163583467969531906
[2] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html

Top URLs in Tweet in G10:
[15] https://twitter.com/nhannahjones/status/1163829821878820864
[14] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[9] http://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdf
[7] https://www.nytimes.com/interactive/2019/08/14/magazine/black-history-american-democracy.html
[6] https://twitter.com/nhannahjones/status/1161655165767884801
[5] https://twitter.com/nytimes/status/1162018492415172609
[4] https://twitter.com/nhannahjones/status/1163557586064609280
[4] https://twitter.com/nhannahjones/status/1163540716120870913
[4] https://twitter.com/dabeard/status/1163573728539754496
[4] https://twitter.com/thel0rdbyr0n/status/1163475525026926598

Top Domains
Top Domains in Tweet in Entire Graph:
[2043] nytimes.com
[1045] twitter.com
[256] pulitzercenter.org
[75] trib.al
[68] bbc.com
[64] theatlantic.com
[44] youtube.com
[30] suntimes.com
[25] cato.org
[15] theweek.com

Top Domains in Tweet in G1:
[1410] nytimes.com
[274] twitter.com
[14] pulitzercenter.org
[3] bbc.com
[2] projectseparation.com
[2] pbs.org
[2] trib.al
[2] theatlantic.com
[2] smithsonianmag.com
[1] southsideweekly.com

Top Domains in Tweet in G2:
[134] pulitzercenter.org
[110] nytimes.com
[84] twitter.com
[27] suntimes.com
[14] theweek.com
[7] newsday.com
[4] trib.al
[3] pbs.org
[3] slate.com
[2] dailycaller.com

Top Domains in Tweet in G3:
[130] nytimes.com
[123] twitter.com
[62] trib.al
[52] theatlantic.com
[26] pulitzercenter.org
[12] threadreaderapp.com
[5] bbc.com
[4] youtube.com
[3] zinnedproject.org
[3] wnyc.org

Top Domains in Tweet in G4:
[52] bbc.com
[40] nytimes.com
[38] twitter.com
[3] washingtonpost.com
[1] time.com
[1] thedailybeast.com
[1] bet.com
[1] com.au

Top Domains in Tweet in G5:
[38] twitter.com
[34] nytimes.com
[4] theatlantic.com
[4] asu.edu
[3] trib.al
[3] bbc.com
[1] 11alive.com
[1] slate.com
[1] pulitzercenter.org

Top Domains in Tweet in G6:
[87] nytimes.com
[46] twitter.com
[9] pulitzercenter.org
[1] crooked.com
[1] wnycstudios.org
[1] bibliocommons.com
[1] multcolib.org
[1] americanyawp.com
[1] 400yearsofinequality.org
[1] vox.com

Top Domains in Tweet in G7:
[14] twitter.com
[12] nytimes.com
[1] pulitzercenter.org
[1] google.com

Top Domains in Tweet in G8:
[49] nytimes.com
[34] twitter.com
[23] cato.org
[5] pulitzercenter.org
[4] niskanencenter.org
[3] bbc.com
[3] reason.com
[2] slaveryreparations.info
[2] trib.al
[1] chattelslavery.info

Top Domains in Tweet in G9:
[47] twitter.com
[26] youtube.com
[9] nytimes.com
[4] pulitzercenter.org
[3] marianne2020.com
[2] aljazeera.com
[2] smithsonianmag.com
[1] rawstory.com
[1] dsq-sds.org
[1] freedomcenter.org

Top Domains in Tweet in G10:
[169] twitter.com
[51] nytimes.com
[17] pulitzercenter.org
[6] youtube.com
[6] instagram.com
[2] paper.li
[2] linkedin.com
[2] thefederalist.com
[1] pjmedia.com
[1] mediamatters.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14404] 1619project
[115] ados
[71] twitterstorians
[57] slavery
[51] reparations
[42] 400years
[39] history
[36] nabj
[31] sschat
[29] 2019project



Top Hashtags in Tweet in G1:
[3304] 1619project
[19] wokeaf
[8] history
[6] 400years
[5] blackwomen
[5] teachers
[4] blackmen
[4] 1619brunchsylvias
[4] sschat
[4] twitterstorians

Top Hashtags in Tweet in G2:
[2070] 1619project
[14] twitterstorians
[13] blktwitterstorians
[13] sschat
[13] teachers
[13] history
[13] afamhist
[11] america
[10] cancelnytimes
[9] slavery

Top Hashtags in Tweet in G3:
[1987] 1619project
[11] slavery
[5] sschat
[3] apush
[3] otd
[3] nytimes
[3] history
[3] edchat
[3] ushistory
[3] america

Top Hashtags in Tweet in G4:
[554] 1619project
[5] jamestown400
[4] sschat
[3] anationsstory
[3] apush
[3] historyteacher
[3] civxnow
[3] hsgovchat
[2] whitesupremacy
[2] otd

Top Hashtags in Tweet in G5:
[1215] 1619project
[3] twitterstorians
[2] 1619syllabus
[2] citiesimagined
[2] arkansas
[2] russiancollusion
[2] impeachtrump
[2] racistinchief
[2] whitesupremacy
[2] muellerreport

Top Hashtags in Tweet in G6:
[944] 1619project
[9] healthed
[2] 2017nafellow
[2] 2016nafellow
[1] trrc
[1] friendofthepod
[1] podsavethepeople
[1] allslavesmatter
[1] reparations
[1] inners

Top Hashtags in Tweet in G7:
[614] 1619project
[2] genealogists
[2] book
[2] carolanderson
[2] onepersonnovote
[2] inners
[1] blackamericans
[1] phillystrong
[1] northphilly
[1] howardlaw

Top Hashtags in Tweet in G8:
[637] 1619project
[16] otd
[4] kathryndennis
[2] ados
[2] slavery
[2] reparations
[2] domainname
[2] twitterstorians
[1] cancelnytimes
[1] chattelslavery

Top Hashtags in Tweet in G9:
[521] 1619project
[108] ados
[45] reparations
[23] 2019project
[22] 400years
[14] reparations2020
[12] angelaproject
[10] adospolitics
[10] breakingbrown
[8] disrupttexts

Top Hashtags in Tweet in G10:
[505] 1619project
[12] slavery
[9] nytimes
[7] history
[5] nyt
[4] america
[4] tuesdaythoughts
[4] newyorktimes
[3] americanhistory
[3] cnn

Top Words
Top Words in Tweet in Entire Graph:
[20688] Words in Sentiment List#1: Positive
[17405] Words in Sentiment List#2: Negative
[204] Words in Sentiment List#3: Angry/Violent
[541927] Non-categorized Words
[580020] Total Words
[19462] #1619project
[6448] history
[4707] slavery
[3579] now
[3270] s

Top Words in Tweet in G1:
[3625] #1619project
[1849] online
[1419] now
[1225] available
[1221] everyone
[1219] looking
[1216] purchase
[811] slavery
[809] people
[689] folks

Top Words in Tweet in G2:
[2762] #1619project
[1547] nytimes
[905] t
[779] history
[736] nhannahjones
[699] america
[684] enslaved
[675] 1619
[672] today
[656] times

Top Words in Tweet in G3:
[2945] #1619project
[812] nhannahjones
[649] s
[600] nytmag
[589] now
[576] nytimes
[567] slavery
[456] history
[440] read
[438] copies

Top Words in Tweet in G4:
[1761] #1619project
[1604] another
[1022] slavery
[911] now
[857] series
[854] tv
[854] roots
[848] people
[846] history
[842] over

Top Words in Tweet in G5:
[1369] #1619project
[1158] history
[887] complaints
[860] white
[827] s
[773] come
[771] month
[769] vast
[769] majority
[769] seem

Top Words in Tweet in G6:
[1622] #1619project
[773] make
[727] next
[447] nhannahjones
[378] history
[363] work
[280] s
[254] over
[240] read
[203] people

Top Words in Tweet in G7:
[650] #1619project
[510] history
[449] start
[444] slavery
[422] everything
[422] john
[422] clarke
[420] seems
[420] progress
[420] henrik

Top Words in Tweet in G8:
[821] #1619project
[233] enslaved
[208] now
[205] thank
[188] story
[187] online
[183] many
[182] available
[181] slavery
[169] printed

Top Words in Tweet in G9:
[842] #1619project
[379] black
[239] #ados
[212] s
[211] t
[206] history
[189] slavery
[173] poor
[150] re
[145] ascension

Top Words in Tweet in G10:
[505] #1619project
[82] read
[73] history
[52] slavery
[49] s
[46] people
[43] black
[41] t
[41] america
[35] reading

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1855] now,available
[1659] available,online
[1526] enslaved,africans
[1494] #1619project,now
[1477] purchase,#1619project
[1474] everyone,looking
[1474] looking,purchase
[1359] american,slavery
[1194] history,american
[1120] new,york

Top Word Pairs in Tweet in G1:
[1213] now,available
[1212] purchase,#1619project
[1212] #1619project,now
[1212] available,online
[1211] everyone,looking
[1211] looking,purchase
[487] black,people
[484] legacy,slavery
[477] #1619project,published
[477] published,online

Top Word Pairs in Tweet in G2:
[632] didn,t
[630] new,york
[629] york,times
[627] enslaved,africans
[612] august,1619
[608] africans,landed
[603] 1619,ship
[603] ship,carrying
[603] carrying,enslaved
[601] know,today

Top Word Pairs in Tweet in G3:
[274] now,available
[228] itsgabrielleu,johnlegend
[219] wilsonchandler,ekpeudoh
[214] new,york
[213] york,times
[195] black,americans
[182] 400th,anniversary
[175] #1619project,nhannahjones
[168] johnlegend,naacp_ldf
[167] nytimes,wilsonchandler

Top Word Pairs in Tweet in G4:
[854] tv,series
[807] american,slavery
[804] white,people
[802] history,american
[802] sympathetic,white
[801] 1970s,critics
[801] critics,fumed
[801] fumed,over
[801] over,another
[801] another,history

Top Word Pairs in Tweet in G5:
[791] complaints,#1619project
[772] white,history
[771] s,white
[770] history,month
[769] vast,majority
[769] majority,complaints
[769] #1619project,seem
[769] seem,variations
[769] variations,come
[769] come,s

Top Word Pairs in Tweet in G6:
[722] make,#1619project
[722] #1619project,next
[176] true,history
[175] teachers,make
[175] next,unit
[175] unit,plan
[175] plan,managers
[175] managers,make
[175] next,team
[175] team,retreat

Top Word Pairs in Tweet in G7:
[420] start,history
[420] history,slavery
[420] slavery,everything
[420] everything,seems
[420] seems,progress
[420] progress,john
[420] john,henrik
[420] henrik,clarke
[420] clarke,#1619project
[40] enslaved,africans

Top Word Pairs in Tweet in G8:
[182] now,available
[180] available,online
[162] #1619project,essay
[162] tolerance_org,gilder_lehrman
[160] essay,now
[160] online,many
[160] many,readers
[160] readers,saw
[160] saw,printed
[160] printed,special

Top Word Pairs in Tweet in G9:
[145] black,ascension
[107] civil,rights
[91] supreme,court
[89] story,black
[89] don,t
[75] odd,s
[75] s,story
[75] ascension,don
[75] t,property
[75] property,created

Top Word Pairs in Tweet in G10:
[34] read,#1619project
[25] 400,years
[13] copy,#1619project
[13] new,york
[13] york,times
[12] don,t
[12] black,americans
[12] years,ago
[10] 1619,project
[10] go,read

Top Replied-To
Top Replied-To in Entire Graph:
@nhannahjones
@nytimes
@drmayaangelou
@ladyofsardines
@owillis
@kevinmkruse
@mspackyetti
@matthewjdowd
@ewerickson
@sandydarity

Top Replied-To in G1:
@nhannahjones
@owillis
@ewerickson
@drmayaangelou
@karenhunter
@betoorourke
@nytimes
@mspackyetti
@eji_org
@chuckwoolery

Top Replied-To in G2:
@nytimes
@kidadaewilliams
@tedcruz
@jbarro
@nhannahjones
@jeff_pilchard
@caveatnyc
@drmayaangelou
@fauxcohontas
@haroldpollack

Top Replied-To in G3:
@nytimes
@ladyofsardines
@nhannahjones
@voxdotcom
@drmayaangelou
@mspackyetti
@oprah
@chesscat48
@jamilsmith
@newtgingrich

Top Replied-To in G4:
@drmayaangelou
@chuckwoolery
@dabeard
@nhannahjones
@antonioabush
@phoenixwomanmn
@thedailybeast
@culturedmodesty
@limerick1914
@tedcruz

Top Replied-To in G5:
@kevinmkruse
@dst6n01
@deckofcarter
@drmayaangelou
@reignofapril
@luvbourbon
@partingwaysmass
@mongoslade8
@sunsetflyers
@considerculture

Top Replied-To in G6:
@mspackyetti
@reignofapril
@ishapiro
@buckstodgers
@nhannahjones
@jbouie
@drmayaangelou
@sunydownstate
@wesley_morris
@conor64

Top Replied-To in G7:
@nhannahjones
@leonardpittsjr1
@realdonaldtrump
@adriaquinones
@nytimes
@reignofapril
@red_daggr
@ancestors9

Top Replied-To in G8:
@drmayaangelou
@mrkennyjimenez
@nhannahjones
@clayranck
@kamalaharris
@dee_easley
@reason
@matthewjdowd
@cjane87
@kitastew

Top Replied-To in G9:
@nubiankemett
@sandydarity
@breakingbrown
@nhannahjones
@mg_returns
@wishbumpycoulda
@kamalaharris
@nytmag
@thejlv
@coldxman

Top Mentioned
Top Mentioned in Entire Graph:
@nytimes
@nhannahjones
@nytmag
@msnbc
@foxnews
@pulitzercenter
@wilsonchandler
@ekpeudoh
@tolerance_org
@gilder_lehrman

Top Mentioned in G1:
@nhannahjones
@nytimes
@foxnews
@ewerickson
@nytmag
@sxmprogress
@pulitzercenter
@msnbc
@garretthaake
@deetwocents

Top Mentioned in G2:
@nytimes
@nhannahjones
@msnbc
@nytmag
@damonlinker
@realdonaldtrump
@suntimes
@deanbaquet
@jlweisenfeld
@pulitzercenter

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

Top Mentioned in G4:
@nhannahjones
@nytimes
@goldietaylor
@ishaantharoor
@nmaahc
@msnbc
@smithsonian
@nytmag
@foxnews
@fusonegro

Top Mentioned in G5:
@nhannahjones
@nytimes
@worldprofessor
@kevinmkruse
@kerileighmerrit
@foxnews
@jimdowns1
@fivefifths
@triciaebarvia
@lyricalswordz

Top Mentioned in G6:
@nhannahjones
@nytimes
@trymainelee
@clintsmithiii
@jbouie
@nytmag
@joanwalsh
@just_shelter
@mspackyetti
@bhweingarten

Top Mentioned in G7:
@nhannahjones
@nytimes
@howardlawschool
@allinwithchris
@kabasoulsinger
@wpfwdc
@forcommunities
@rhonefraser
@unclebobbies
@profjeffries

Top Mentioned in G8:
@tolerance_org
@gilder_lehrman
@nytimes
@nhannahjones
@tiyamilestam
@nytmag
@catoinstitute
@pulitzercenter
@nickgillespie
@kmanguward

Top Mentioned in G9:
@nytimes
@nhannahjones
@breakingbrown
@nytmag
@fresh_flames1
@kamalaharris
@tonetalks
@suede_santoro
@khemeticchurch
@unslavehumanity

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@jurylady5
@dichristine
@lt38
@kat4obama
@odio_nao
@solutioneer72
@feministajones
@iwd12
@washumom

Top Tweeters in G1:
@missb62
@kat4obama
@rxbun
@phillip92321
@percivalpenman
@debilu2
@metaquest
@der_bluthund
@damonbethea1
@book___whore

Top Tweeters in G2:
@legallybae
@britpoptarts
@eykis
@wildwalkerwoman
@grandpooba5440
@givemepie360
@anthonybourque
@marthalynneowe1
@katelaity
@miss_placed_

Top Tweeters in G3:
@jurylady5
@dichristine
@lt38
@solutioneer72
@plantflowes
@davidlance3
@epaulnet
@marieproia
@kenkircher1
@sandyc1772

Top Tweeters in G4:
@washumom
@tfcknsar
@politicalbee
@fieryreddragon
@pollsstar
@blogdiva
@alllwftopic
@countryboi567
@radlein
@xoiamg

Top Tweeters in G5:
@mharvey816
@catawu
@madanabhat
@tottenbill
@iveyjanette_207
@4meshewill
@sheiladecker19
@stetayen
@boerneaj
@ecclesias

Top Tweeters in G6:
@manmet80
@rowast
@homegypsy
@reignofapril
@kimvie
@choclablover
@brettaapplebaum
@jrbkjrbk
@estarianne
@copperbird7

Top Tweeters in G7:
@feministajones
@steventeaster
@jessrelax
@shaktilila
@cece_23spalding
@lslay19
@dopegirlfresh
@blackswan725
@charlesexsavior
@jammiewf

Top Tweeters in G8:
@alizardx
@gojira007x
@sws_edu
@lizditz
@mmwlawtaos1
@skywaker9
@whirledcitizen_
@noybsk2017
@friedrichhayek
@laura78703

Top Tweeters in G9:
@axxisonmargaret
@fuller_derek
@ilovemywife0007
@nycsouthpaw
@drturpin
@my2meows
@sirensongs
@princss6
@dijoni
@suede_santoro

Top Tweeters in G10:
@backstorymom1
@amsmadwoman
@kenlenkirk
@beyncecallmedva
@tsddrake
@celestemc
@notintheface1
@debbidelicious
@jj9828
@kmbaussie


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