#1619Project, Twitter, 8/20/2019 8:54:36 PM, 207442


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#1619Project_2019-08-20_11-11-14.xlsx
#1619Project_2019-08-20_11-11-14.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 20, 2019
Short Description:
#1619Project via NodeXL http://bit.ly/2Nh6uuN
@nhannahjones
@nytimes
@dabeard
@kevinmkruse
@nytmag
@africanacarr
@jdmaccoby
@nmaahc
@limerick1914
@iamsophianelson

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

Description:
Description
The graph represents a network of 14,520 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 19:00 UTC.

The tweets in the network were tweeted over the 17-hour, 6-minute period from Tuesday, 20 August 2019 at 01:04 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 : 14520
Unique Edges : 26510
Edges With Duplicates : 5819
Total Edges : 32329
Self-Loops : 1331
Reciprocated Vertex Pair Ratio : 0.00424497496553225
Reciprocated Edge Ratio : 0.00845406264677192
Connected Components : 671
Single-Vertex Connected Components : 454
Maximum Vertices in a Connected Component : 13338
Maximum Edges in a Connected Component : 30611
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.28691
Graph Density : 0.000131294663381146
Modularity : 0.574027
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[1572] https://store.nytimes.com/products/the-1619-project
[321] https://twitter.com/thechamprf/status/1163588121117765633
[183] http://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdf
[84] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[73] http://www.bbc.com/culture/story/20160602-roots-the-most-important-tv-show-ever
[66] https://trib.al/cloZLq2
[59] 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
[33] https://www.nytimes.com/interactive/2019/08/14/magazine/black-history-american-democracy.html
[32] https://chicago.suntimes.com/columnists/2019/8/19/20812859/new-york-times-magazine-1619-project-slavery-civil-rights-movement-statue-of-liberty
[29] https://twitter.com/nhannahjones/status/1163829821878820864

Top URLs in Tweet in G1:
[1269] https://store.nytimes.com/products/the-1619-project
[197] https://twitter.com/thechamprf/status/1163588121117765633
[16] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[12] http://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdf
[8] https://www.nytimes.com/interactive/2019/08/14/magazine/black-history-american-democracy.html
[6] https://twitter.com/mspackyetti/status/1163284358737928192
[5] https://twitter.com/nhannahjones/status/1163829821878820864
[4] http://www.bbc.com/culture/story/20160602-roots-the-most-important-tv-show-ever
[4] https://twitter.com/nhannahjones/status/1161655165767884801
[4] https://twitter.com/nhannahjones/status/1163557586064609280

Top URLs in Tweet in G2:
[127] http://pulitzercenter.org/sites/default/files/full_issue_of_the_1619_project.pdf
[69] https://store.nytimes.com/products/the-1619-project
[31] https://twitter.com/thechamprf/status/1163588121117765633
[29] https://chicago.suntimes.com/columnists/2019/8/19/20812859/new-york-times-magazine-1619-project-slavery-civil-rights-movement-statue-of-liberty
[15] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[6] 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
[6] https://www.pbs.org/newshour/show/the-1619-project-details-the-legacy-of-slavery-in-america
[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:
[80] https://store.nytimes.com/products/the-1619-project
[59] https://trib.al/cloZLq2
[52] 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
[32] https://twitter.com/thechamprf/status/1163588121117765633
[17] https://twitter.com/jakesilverstein/status/1163817138215219200
[14] 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://twitter.com/newtgingrich/status/1162981114383949826
[6] https://www.nytimes.com/interactive/2019/08/14/magazine/black-history-american-democracy.html
[6] http://www.bbc.com/culture/story/20160602-roots-the-most-important-tv-show-ever

Top URLs in Tweet in G4:
[57] https://store.nytimes.com/products/the-1619-project
[55] http://www.bbc.com/culture/story/20160602-roots-the-most-important-tv-show-ever
[16] https://twitter.com/thechamprf/status/1163588121117765633
[13] https://twitter.com/Neoavatara/status/1163260758244974592
[3] https://www.washingtonpost.com/world/2019/08/20/project-far-right-fear-history/
[3] https://twitter.com/newtgingrich/status/1162981114383949826
[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.pdf
[3] https://twitter.com/pulitzercenter/status/1161658649795846145
[2] https://twitter.com/nhannahjones/status/1163829821878820864

Top URLs in Tweet in G5:
[23] https://store.nytimes.com/products/the-1619-project
[18] https://twitter.com/thechamprf/status/1163588121117765633
[4] http://www.bbc.com/culture/story/20160602-roots-the-most-important-tv-show-ever
[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] 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:
[20] https://store.nytimes.com/products/the-1619-project
[17] https://twitter.com/newtgingrich/status/1162981114383949826
[6] https://twitter.com/thechamprf/status/1163588121117765633
[5] https://www.nytimes.com/interactive/2019/08/19/magazine/history-slavery-smithsonian.html
[4] https://twitter.com/TheVixensworld/status/1163551202753298434
[3] https://www.nytimes.com/interactive/2019/08/19/magazine/history-slavery-smithsonian.html?fbclid=IwAR1EI6_8oYovA330KzIEFP8gE1FHSD83sd5l3I309_LiLcnkszK15P18XN0
[3] https://twitter.com/nhannahjones/status/1162715828825022466
[3] https://twitter.com/johnedwinmason/status/1163098440097775616
[2] https://twitter.com/nytimes/status/1162018492415172609
[1] https://twitter.com/sejr_historian/status/1162935984134078464

Top URLs in Tweet in G7:
[12] https://www.youtube.com/watch?v=7qt4_lA44sQ&feature=youtu.be

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

[4] https://twitter.com/MsJaDell/status/1163833657997574156
[4] https://twitter.com/noblyrogue/status/1163833649978101760
[3] https://twitter.com/kamalaharris/status/1163237598699163649
[3] https://store.nytimes.com/products/the-1619-project
[3] https://www.smithsonianmag.com/history/henrietta-wood-sued-reparations-won-180972845/
[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

Top URLs in Tweet in G8:
[19] 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
[5] https://twitter.com/thechamprf/status/1163588121117765633
[4] https://www.nytimes.com/interactive/2019/08/19/magazine/slavery-american-schools.html
[4] https://niskanencenter.org/blog/black-liberty-matters/
[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
[3] https://reason.com/podcast/interesting-new-york-times-slavery-project-hobbled-by-anti-capitalism/
[2] https://twitter.com/newtgingrich/status/1162981114383949826
[2] https://www.nytimes.com/interactive/2019/08/14/magazine/racial-wealth-gap.html

Top URLs in Tweet in G9:
[4] https://store.nytimes.com/products/the-1619-project
[2] https://twitter.com/ishenarobinson/status/1163603572271058944
[2] https://twitter.com/thechamprf/status/1163588121117765633
[1] https://www.nytimes.com/interactive/2019/08/14/magazine/howard-university-law-school.html
[1] https://twitter.com/PurposeBuiltCS/status/1163790248138199041
[1] https://www.nytimes.com/interactive/2019/08/14/magazine/slavery-capitalism.html?smid=tw-share
[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/jamilsmith/status/1163230182540337153
[1] https://drive.google.com/file/d/11eKa6GS_2dRcwc3pW-M1wRHvtIXZEWMV/view?usp=drivesdk

Top URLs in Tweet in G10:
[14] https://www.nytimes.com/interactive/2019/08/14/magazine/1619-america-slavery.html
[13] https://twitter.com/nhannahjones/status/1163829821878820864
[10] 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://www.nytimes.com/interactive/2019/08/14/magazine/slavery-capitalism.html
[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

Top Domains
Top Domains in Tweet in Entire Graph:
[1921] nytimes.com
[1042] twitter.com
[254] pulitzercenter.org
[76] trib.al
[73] bbc.com
[65] theatlantic.com
[46] youtube.com
[32] suntimes.com
[25] cato.org
[13] threadreaderapp.com

Top Domains in Tweet in G1:
[1316] nytimes.com
[262] twitter.com
[18] pulitzercenter.org
[4] bbc.com
[1] bibliocommons.com
[1] multcolib.org
[1] crooked.com
[1] southsideweekly.com
[1] americanyawp.com
[1] trib.al

Top Domains in Tweet in G2:
[141] nytimes.com
[134] pulitzercenter.org
[106] twitter.com
[29] suntimes.com
[6] newsday.com
[6] pbs.org
[5] trib.al
[4] theweek.com
[3] slate.com
[2] usatoday.com

Top Domains in Tweet in G3:
[130] twitter.com
[129] nytimes.com
[63] trib.al
[53] theatlantic.com
[27] pulitzercenter.org
[12] threadreaderapp.com
[6] bbc.com
[4] youtube.com
[3] zinnedproject.org
[3] wnyc.org

Top Domains in Tweet in G4:
[68] nytimes.com
[55] bbc.com
[49] twitter.com
[3] washingtonpost.com
[3] pulitzercenter.org
[1] time.com
[1] slaveryreparations.info
[1] chattelslavery.info
[1] usatoday.com
[1] dailykos.com

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

Top Domains in Tweet in G6:
[48] twitter.com
[30] nytimes.com
[1] bet.com
[1] thedailybeast.com
[1] pulitzercenter.org
[1] bbc.com

Top Domains in Tweet in G7:
[48] twitter.com
[27] youtube.com
[9] nytimes.com
[4] pulitzercenter.org
[3] smithsonianmag.com
[3] marianne2020.com
[2] aljazeera.com
[2] paper.li
[1] rawstory.com
[1] dsq-sds.org

Top Domains in Tweet in G8:
[39] nytimes.com
[35] twitter.com
[23] cato.org
[5] pulitzercenter.org
[4] niskanencenter.org
[3] trib.al
[3] reason.com
[2] bbc.com
[1] amazon.com
[1] scpr.org

Top Domains in Tweet in G9:
[10] twitter.com
[6] nytimes.com
[1] pulitzercenter.org
[1] google.com

Top Domains in Tweet in G10:
[162] twitter.com
[52] nytimes.com
[16] pulitzercenter.org
[6] youtube.com
[6] instagram.com
[2] paper.li
[2] linkedin.com
[1] pjmedia.com
[1] mediamatters.org
[1] zinnedproject.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14330] 1619project
[116] ados
[70] twitterstorians
[56] slavery
[50] reparations
[42] 400years
[38] history
[36] nabj
[30] sschat
[29] 2019project



Top Hashtags in Tweet in G1:
[3631] 1619project
[18] wokeaf
[5] 400years
[5] history
[4] 1619brunchsylvias
[4] elaac
[3] slavery
[3] macfellow
[2] sschat
[2] karenrebels

Top Hashtags in Tweet in G2:
[2384] 1619project
[17] twitterstorians
[16] blktwitterstorians
[16] sschat
[16] teachers
[16] history
[16] afamhist
[11] america
[10] slavery
[9] cancelnytimes

Top Hashtags in Tweet in G3:
[2015] 1619project
[11] slavery
[5] sschat
[3] otd
[3] apush
[3] nytimes
[3] history
[3] edchat
[3] ushistory
[3] america

Top Hashtags in Tweet in G4:
[673] 1619project
[18] otd
[9] healthed
[2] whitesupremacy
[1] whitewing
[1] cancelnytimes
[1] ados
[1] slavery
[1] reparations
[1] domainname

Top Hashtags in Tweet in G5:
[1184] 1619project
[2] citiesimagined
[2] 1619syllabus
[2] arkansas
[2] twitterstorians
[2] russiancollusion
[2] impeachtrump
[2] racistinchief
[2] whitesupremacy
[2] muellerreport

Top Hashtags in Tweet in G6:
[481] 1619project
[40] twitterstorians
[5] jamestown400
[3] anationsstory
[3] apush
[3] historyteacher
[3] sschat
[3] civxnow
[3] hsgovchat
[1] redsummer

Top Hashtags in Tweet in G7:
[601] 1619project
[110] ados
[45] reparations
[24] 2019project
[22] 400years
[14] reparations2020
[12] angelaproject
[10] adospolitics
[10] breakingbrown
[8] disrupttexts

Top Hashtags in Tweet in G8:
[602] 1619project
[4] kathryndennis
[2] twitterstorians
[2] rt
[1] deathofanation
[1] blktwitterstorians
[1] sschat
[1] teachers
[1] history
[1] afamhist

Top Hashtags in Tweet in G9:
[511] 1619project
[3] inners
[2] genealogists
[2] book
[2] carolanderson
[2] onepersonnovote
[1] howardlaw
[1] husl
[1] husl150
[1] thenext150

Top Hashtags in Tweet in G10:
[488] 1619project
[12] slavery
[9] nytimes
[7] history
[5] nyt
[4] america
[4] newyorktimes
[3] americanhistory
[3] cnn
[3] racism

Top Words
Top Words in Tweet in Entire Graph:
[20650] Words in Sentiment List#1: Positive
[17583] Words in Sentiment List#2: Negative
[196] Words in Sentiment List#3: Angry/Violent
[545567] Non-categorized Words
[583800] Total Words
[19474] #1619project
[6530] history
[4674] slavery
[3485] now
[3249] s

Top Words in Tweet in G1:
[4469] #1619project
[1759] online
[1330] now
[1128] available
[1126] everyone
[1122] looking
[1119] purchase
[922] nhannahjones
[916] slavery
[863] make

Top Words in Tweet in G2:
[3177] #1619project
[1736] nytimes
[888] history
[867] thank
[842] t
[774] america
[761] want
[743] new
[715] many
[713] know

Top Words in Tweet in G3:
[3004] #1619project
[818] nhannahjones
[646] s
[600] nytmag
[588] nytimes
[580] now
[568] slavery
[461] history
[454] copies
[441] black

Top Words in Tweet in G4:
[1767] #1619project
[1675] another
[1061] slavery
[912] history
[910] white
[902] now
[893] over
[889] people
[885] american
[884] series

Top Words in Tweet in G5:
[1324] #1619project
[1131] history
[866] complaints
[839] white
[807] s
[753] come
[751] month
[749] vast
[749] majority
[749] seem

Top Words in Tweet in G6:
[813] #1619project
[516] enslaved
[514] africans
[374] mary
[362] elliott
[277] slavery
[274] nmaahc
[265] 1619
[264] curator
[262] virginia

Top Words in Tweet in G7:
[927] #1619project
[483] black
[364] t
[291] #ados
[229] history
[211] s
[194] slavery
[171] poor
[153] re
[151] reparations

Top Words in Tweet in G8:
[754] #1619project
[216] enslaved
[212] now
[197] thank
[193] online
[192] many
[191] story
[188] available
[177] printed
[174] essay

Top Words in Tweet in G9:
[540] #1619project
[448] history
[439] slavery
[421] start
[421] john
[421] clarke
[420] everything
[419] seems
[419] progress
[419] henrik

Top Words in Tweet in G10:
[488] #1619project
[73] read
[71] history
[52] slavery
[47] s
[45] people
[39] t
[39] reading
[39] america
[38] black

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1741] now,available
[1546] available,online
[1510] enslaved,africans
[1375] #1619project,now
[1357] purchase,#1619project
[1356] american,slavery
[1355] everyone,looking
[1355] looking,purchase
[1189] history,american
[1145] white,people

Top Word Pairs in Tweet in G1:
[1116] purchase,#1619project
[1116] #1619project,now
[1116] now,available
[1116] available,online
[1115] everyone,looking
[1115] looking,purchase
[782] make,#1619project
[780] #1619project,next
[522] black,people
[487] legacy,slavery

Top Word Pairs in Tweet in G2:
[652] new,york
[651] york,times
[648] didn,t
[644] enslaved,africans
[628] august,1619
[624] africans,landed
[619] 1619,ship
[619] ship,carrying
[619] carrying,enslaved
[617] know,today

Top Word Pairs in Tweet in G3:
[267] now,available
[237] itsgabrielleu,johnlegend
[229] wilsonchandler,ekpeudoh
[218] new,york
[210] york,times
[194] black,americans
[184] 400th,anniversary
[176] #1619project,nhannahjones
[175] johnlegend,naacp_ldf
[174] nytimes,wilsonchandler

Top Word Pairs in Tweet in G4:
[883] tv,series
[830] american,slavery
[830] white,people
[828] history,american
[828] sympathetic,white
[827] 1970s,critics
[827] critics,fumed
[827] fumed,over
[827] over,another
[827] another,history

Top Word Pairs in Tweet in G5:
[771] complaints,#1619project
[752] white,history
[751] s,white
[750] history,month
[749] vast,majority
[749] majority,complaints
[749] #1619project,seem
[749] seem,variations
[749] variations,come
[749] come,s

Top Word Pairs in Tweet in G6:
[513] enslaved,africans
[362] mary,elliott
[264] nmaahc,curator
[260] curator,mary
[259] august,1619
[259] africans,landed
[250] elliott,#1619project
[250] #1619project,#jamestown400
[249] late,august
[249] 1619,enslaved

Top Word Pairs in Tweet in G7:
[145] black,ascension
[114] black,men
[108] civil,rights
[92] supreme,court
[88] story,black
[88] don,t
[74] odd,s
[74] s,story
[74] ascension,don
[74] t,property

Top Word Pairs in Tweet in G8:
[188] now,available
[186] available,online
[171] #1619project,essay
[170] tolerance_org,gilder_lehrman
[169] essay,now
[169] online,many
[169] many,readers
[169] readers,saw
[169] saw,printed
[169] printed,special

Top Word Pairs in Tweet in G9:
[419] start,history
[419] history,slavery
[419] slavery,everything
[419] everything,seems
[419] seems,progress
[419] progress,john
[419] john,henrik
[419] henrik,clarke
[419] clarke,#1619project
[14] nhannahjones,#1619project

Top Word Pairs in Tweet in G10:
[24] read,#1619project
[24] 400,years
[13] copy,#1619project
[12] don,t
[12] new,york
[12] york,times
[12] black,americans
[11] years,ago
[10] 1619,project
[9] reading,#1619project

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

Top Replied-To in G1:
@nhannahjones
@owillis
@mspackyetti
@ishapiro
@drmayaangelou
@karenhunter
@sunydownstate
@jbouie
@nytimes
@conor64

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

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

Top Replied-To in G4:
@drmayaangelou
@reignofapril
@dabeard
@buckstodgers
@nhannahjones
@mspackyetti
@kamalaharris
@pat4az
@jess_mc
@owillis

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

Top Replied-To in G6:
@nhannahjones
@drmayaangelou
@antonioabush
@adriaquinones
@thedailybeast
@culturedmodesty

Top Replied-To in G7:
@nubiankemett
@sandydarity
@breakingbrown
@nhannahjones
@mg_returns
@kamalaharris
@nytmag
@wishbumpycoulda
@thejlv
@coldxman

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

Top Replied-To in G9:
@leonardpittsjr1
@nhannahjones
@realdonaldtrump
@nytimes
@drmayaangelou
@mspackyetti
@red_daggr
@ancestors9
@allinwithchris

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

Top Mentioned in G1:
@nhannahjones
@foxnews
@nytimes
@nytmag
@trymainelee
@clintsmithiii
@jbouie
@pulitzercenter
@sxmprogress
@msnbc

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

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

Top Mentioned in G4:
@nhannahjones
@nytimes
@ishaantharoor
@joanwalsh
@reignofapril
@msnbc
@foxnews
@corybooker
@berniesanders
@keeangayamahtta

Top Mentioned in G5:
@nhannahjones
@nytimes
@worldprofessor
@kevinmkruse
@kerileighmerrit
@foxnews
@jimdowns1
@fivefifths
@luvbourbon
@davidsilkenat

Top Mentioned in G6:
@goldietaylor
@nhannahjones
@nytimes
@nmaahc
@jazzedloon
@kitastew
@nytmag
@smithsonian
@foxnews
@fusonegro

Top Mentioned in G7:
@nytimes
@breakingbrown
@nhannahjones
@kamalaharris
@nytmag
@fresh_flames1
@tonetalks
@suede_santoro
@khemeticchurch
@unslavehumanity

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

Top Mentioned in G9:
@nhannahjones
@nytimes
@howardlawschool
@allinwithchris
@kabasoulsinger
@wpfwdc
@forcommunities
@rhonefraser
@unclebobbies
@profjeffries

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
@paxnostrum
@metaquest
@der_bluthund
@damonbethea1

Top Tweeters in G2:
@legallybae
@britpoptarts
@eykis
@russelltim151
@wildwalkerwoman
@grandpooba5440
@givemepie360
@anthonybourque
@marthalynneowe1
@katelaity

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

Top Tweeters in G4:
@washumom
@manmet80
@rowast
@politicalbee
@fieryreddragon
@pollsstar
@blogdiva
@alllwftopic
@reignofapril
@countryboi567

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

Top Tweeters in G6:
@tfcknsar
@n7irl
@xoiamg
@stonefree63
@elyse4design
@reagangomez
@clarkconquers
@fiyasturm
@_ardeej
@teckiegirl

Top Tweeters in G7:
@rolandsmartin
@reuters
@axxisonmargaret
@fuller_derek
@nycsouthpaw
@drturpin
@my2meows
@sirensongs
@princss6
@dijoni

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

Top Tweeters in G9:
@feministajones
@steventeaster
@jessrelax
@shaktilila
@cece_23spalding
@lslay19
@blackswan725
@charlesexsavior
@jammiewf
@clf_423

Top Tweeters in G10:
@amsmadwoman
@kenlenkirk
@beyncecallmedva
@tsddrake
@celestemc
@notintheface1
@debbidelicious
@jj9828
@kmbaussie
@bazar2geek


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