#Juneteenth, Twitter, 6/19/2019 9:29:10 PM, 200510


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#Juneteenth_2019-06-19_12-02-48.xlsx
#Juneteenth_2019-06-19_12-02-48.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
June 19, 2019
Short Description:
#Juneteenth via NodeXL http://bit.ly/2XX4eep
@aoc
@fredtjoseph
@nmaahc
@bronze_bombshel
@walthourgloria
@common
@senwarren
@sonyachildress
@hillaryclinton
@repcummings

Top hashtags:
#juneteenth
#juneteenth2019
#otd
#reparations
#blackish
#theroots
#freedom

Description:
Description
The graph represents a network of 15,964 Twitter users whose recent tweets contained "#Juneteenth", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 19 June 2019 at 19:56 UTC.

The tweets in the network were tweeted over the 1-hour, 27-minute period from Wednesday, 19 June 2019 at 17:35 UTC to Wednesday, 19 June 2019 at 19:02 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 : 15964
Unique Edges : 19479
Edges With Duplicates : 1385
Total Edges : 20864
Self-Loops : 2768
Reciprocated Vertex Pair Ratio : 0.0039475942559643
Reciprocated Edge Ratio : 0.00786414406200137
Connected Components : 2063
Single-Vertex Connected Components : 1213
Maximum Vertices in a Connected Component : 12197
Maximum Edges in a Connected Component : 16832
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.420381
Graph Density : 6.88606936238624E-05
Modularity : 0.770815
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[115] https://www.vox.com/identities/2018/6/19/17476482/juneteenth-holiday-emancipation-african-american-celebration-history
[91] https://twitter.com/NMAAHC/status/1141330521995264001
[52] https://thehill.com/homenews/campaign/449338-bernie-sanders-juneteenth-should-be-a-national-holiday
[41] https://www.theatlantic.com/magazine/archive/2014/06/the-case-for-reparations/361631/?utm_source=twitter&utm_medium=social&utm_campaign=share
[29] https://blavity.com/why-juneteenth-deserves-at-least-as-much-recognition-as-confederate-holidays
[25] https://www.teenvogue.com/story/juneteenth-celebration-meaning-explainer
[25] https://twitter.com/FredTJoseph/status/1141292147116843008
[22] https://www.youtube.com/watch?v=KcwS5cF2o0Q&feature=youtu.be

[18] https://www.pbs.org/wnet/african-americans-many-rivers-to-cross/history/what-is-juneteenth/
[15] https://www.theatlantic.com/ideas/archive/2019/06/juneteenth-and-reparations-hearing-house/592036/

Top URLs in Tweet in G1:
[2] https://twitter.com/meelanash/status/1141326483924934656?s=21
[1] https://twitter.com/fredtjoseph/status/1141304432552005633?s=21
[1] https://twitter.com/i/events/1141362463486533632?s=13
[1] https://twitter.com/fredtjoseph/status/1141292147116843008
[1] https://twitter.com/Tuphlos/status/1141361618955014145

Top URLs in Tweet in G2:
[3] https://twitter.com/attn/status/876821637420556292
[1] https://twitter.com/abc/status/1141361082562273281
[1] https://podcasts.apple.com/us/podcast/no-place-like-home/id1158028749?mt=2
[1] https://twitter.com/NMAAHC/status/1141330521995264001
[1] https://www.instagram.com/p/By5vDvTgT1Q/?igshid=11caxrtjrkjq7
[1] https://www.instagram.com/p/By5KFdiHM_X/?igshid=1dxrk7ux840k6
[1] https://twitter.com/InnerStrumpf/status/1141210250306973696
[1] https://www.theatlantic.com/ideas/archive/2019/06/juneteenth-and-reparations-hearing-house/592036/
[1] https://twitter.com/TheRoot/status/1141333560307126272
[1] https://twitter.com/SonyaChildress/status/1141377869848838144

Top URLs in Tweet in G3:
[7] https://www.teenvogue.com/story/juneteenth-celebration-meaning-explainer
[7] https://twitter.com/NMAAHC/status/1141330521995264001
[7] https://www.juneteenth.com/history.htm
[5] https://twitter.com/fredtjoseph/status/1141292147116843008
[5] https://twitter.com/BarackObama/status/1141390367352401920
[5] https://twitter.com/blackishabc/status/1141330092662165504
[5] https://www.vox.com/identities/2018/6/19/17476482/juneteenth-holiday-emancipation-african-american-celebration-history
[4] https://twitter.com/dukekwondc/status/1141340533580881920
[4] https://twitter.com/nmaahc/status/1141330521995264001
[4] https://twitter.com/TheRoot/status/1141333560307126272

Top URLs in Tweet in G4:
[14] https://twitter.com/whocowman/status/1141387541201006601
[5] https://www.huffpost.com/entry/juneteenth-photos_n_57640f77e4b0853f8bf08d36?ncid=tweetlnkushpmg00000051
[1] https://www.fastcompany.com/40586361/6-things-to-know-about-juneteenth-and-why-it-matters-more-than-ever?utm_medium=social&utm_source=twitter.com
[1] https://www.vox.com/identities/2018/6/19/17476482/juneteenth-holiday-emancipation-african-american-celebration-history
[1] https://www.pbs.org/wnet/african-americans-many-rivers-to-cross/history/what-is-juneteenth/#.XQp5G0y2Gdk.twitter
[1] https://twitter.com/bronze_bombSHEL/status/1141342678107459585
[1] https://twitter.com/bronze_bombSHEL/status/1141364124770820097

Top URLs in Tweet in G5:
[4] https://twitter.com/NMAAHC/status/1141330521995264001
[2] https://chicago.suntimes.com/2019/6/19/18658829/juneteenth-black-culture-week-tj-crawford-lakeisha-gray-sewell-slavery-emancipation-ayesha-jaco
[2] https://www.pscp.tv/w/b9p2HzFwempNdkxPbkFCRWR8MU1ZR05kWHpXek94d0NUxRVwjzDHYwiJnBPR_YGIFP8ZrJABsstGRR02yWjT
[2] https://www.youtube.com/watch?v=iu6ntwHws5g&feature=youtu.be

[2] https://twitter.com/Tolerance_org/status/1141360062738378757
[1] https://www.ecowatch.com/flint-water-crisis-criminal-charges-2638815965.html
[1] https://nmaahc.si.edu/blog-post/historical-legacy-juneteenth
[1] https://www.pbs.org/wnet/african-americans-many-rivers-to-cross/history/what-is-juneteenth/#.XQqEPcQMiew.twitter
[1] https://www.youtube.com/watch?v=fXCwZeKOp2E

[1] https://www.theatlantic.com/politics/archive/2019/06/ta-nehisi-coates-testimony-house-reparations-hr-40/592042/

Top URLs in Tweet in G6:
[4] https://www.newsweek.com/what-juneteenth-history-flag-commemorate-emancipation-slaves-1444615
[3] https://www.vox.com/identities/2018/6/19/17476482/juneteenth-holiday-emancipation-african-american-celebration-history
[2] https://www.pbs.org/wnet/african-americans-many-rivers-to-cross/history/what-is-juneteenth/
[1] https://twitter.com/TheBlackCaucus/status/1139254248837910529
[1] https://twitter.com/repkarenbass/status/1141328023628783617
[1] https://twitter.com/theblackcaucus/status/1141409866197737473?s=21
[1] https://twitter.com/TheBlackCaucus/status/1141412643779072000
[1] https://twitter.com/NMAAHC/status/1141330521995264001
[1] https://twitter.com/OccupyCentralCA/status/1141112106860732416
[1] https://www.houstonchronicle.com/news/houston-texas/houston/article/Freedmen-s-Town-activists-stand-their-ground-over-5573974.php?utm_campaign=CMS%20Sharing%20Tools%20(Mobile)&utm_source=t.co&utm_medium=referral

Top URLs in Tweet in G7:
[38] https://thehill.com/homenews/campaign/449338-bernie-sanders-juneteenth-should-be-a-national-holiday
[2] https://twitter.com/NMAAHC/status/1141330521995264001
[1] https://harlem2nippon.com/2019/06/19/祝!ジューンティーンス-june-nineteenth-154周年/amp/?__twitter_impression=true
[1] https://www.vox.com/identities/2018/6/19/17476482/juneteenth-holiday-emancipation-african-american-celebration-history
[1] https://twitter.com/BarackObama/status/1141390367352401920

Top URLs in Tweet in G8:
[4] https://www.theatlantic.com/ideas/archive/2019/06/juneteenth-and-reparations-hearing-house/592036/
[3] https://twitter.com/NMAAHC/status/1141330521995264001
[2] https://twitter.com/darkqueenj_/status/1141408474615681024
[2] https://www.vice.com/en_us/article/437573/blacks-were-enslaved-well-into-the-1960s
[1] https://twitter.com/HealthEquityDoc/status/1141409651172499456
[1] https://www.bbc.co.uk/news/world-us-canada-48665802
[1] https://twitter.com/sonyachildress/status/1141377869848838144
[1] https://twitter.com/AOC/status/1141404217942388738
[1] https://twitter.com/valerierussdn/status/1141367890219810816
[1] https://twitter.com/arothmanhistory/status/988113887827546118

Top URLs in Tweet in G9:
[7] https://www.vice.com/en_uk/read/why-juneteenth-needs-to-be-a-national-holiday-619
[5] https://www.nbcnews.com/news/nbcblk/9-things-know-about-history-juneteenth-n594546
[5] https://slate.com/news-and-politics/2015/06/juneteenth-the-black-american-holiday-everyone-should-celebrate-but-doesnt.html
[3] https://twitter.com/WorldProfessor/status/1141291809613733893
[3] http://www.theradiancefoundation.org/juneteenth
[3] https://www.newsweek.com/what-juneteenth-history-flag-commemorate-emancipation-slaves-1444615?utm_medium=Social&utm_source=Twitter&utm_campaign=NewsweekTwitter
[2] https://www.benjerry.com/whats-new/2019/06/juneteenth
[2] https://twitter.com/ABC/status/1141346352372183042
[2] https://thehill.com/homenews/campaign/449338-bernie-sanders-juneteenth-should-be-a-national-holiday
[2] http://www.nbcnews.com/news/nbcblk/9-things-know-about-history-juneteenth-n594546

Top URLs in Tweet in G10:
[2] https://www.vox.com/identities/2018/6/19/17476482/juneteenth-holiday-emancipation-african-american-celebration-history
[2] https://open.spotify.com/track/6cBpPMwbIOwg3P7yxtP8Hd?si=nW-LDk-aT0S9cgP-r3DTnQ
[1] https://sparkaction.org/content/juneteenth-2019
[1] https://twitter.com/noplacefl/status/1141370419917852673
[1] https://www.cnn.com/2019/06/19/us/juneteenth-pride-lgbtq-trnd/index.html
[1] https://www.pbs.org/wnet/african-americans-many-rivers-to-cross/history/what-is-juneteenth/#.XQqE1djTOZI.twitter
[1] https://twitter.com/repbarbaralee/status/1141370852883255299
[1] https://www.dearblackwomenproject.com/todays-affirmation/we-speak-their-names-happy-juneteenth
[1] https://lnkd.in/eq62dzh

Top Domains
Top Domains in Tweet in Entire Graph:
[598] twitter.com
[259] instagram.com
[128] vox.com
[68] theatlantic.com
[64] youtube.com
[56] thehill.com
[31] teenvogue.com
[29] pbs.org
[29] blavity.com
[28] juneteenth.com

Top Domains in Tweet in G1:
[6] twitter.com

Top Domains in Tweet in G2:
[8] twitter.com
[3] instagram.com
[1] apple.com
[1] theatlantic.com
[1] qz.com
[1] teenvogue.com

Top Domains in Tweet in G3:
[190] instagram.com
[153] twitter.com
[16] facebook.com
[11] blogspot.com
[9] teenvogue.com
[9] youtube.com
[8] juneteenth.com
[7] vox.com
[7] fiverr.com
[6] theatlantic.com

Top Domains in Tweet in G4:
[16] twitter.com
[5] huffpost.com
[1] fastcompany.com
[1] vox.com
[1] pbs.org

Top Domains in Tweet in G5:
[12] twitter.com
[3] youtube.com
[2] suntimes.com
[2] pbs.org
[2] pscp.tv
[1] ecowatch.com
[1] si.edu
[1] theatlantic.com
[1] neh.gov
[1] facebook.com

Top Domains in Tweet in G6:
[8] twitter.com
[4] newsweek.com
[3] vox.com
[2] pbs.org
[1] houstonchronicle.com
[1] harpers.org
[1] house.gov
[1] youtube.com
[1] cnn.com

Top Domains in Tweet in G7:
[38] thehill.com
[3] twitter.com
[1] harlem2nippon.com
[1] vox.com

Top Domains in Tweet in G8:
[14] twitter.com
[4] theatlantic.com
[2] vice.com
[1] co.uk
[1] bwmckay.com
[1] thehill.com
[1] bnc.lt
[1] instagram.com
[1] trib.al
[1] oup.com

Top Domains in Tweet in G9:
[17] twitter.com
[7] nbcnews.com
[7] vice.com
[5] slate.com
[3] benjerry.com
[3] theradiancefoundation.org
[3] wikipedia.org
[3] newsweek.com
[2] thehill.com
[2] time.com

Top Domains in Tweet in G10:
[2] vox.com
[2] twitter.com
[2] spotify.com
[1] sparkaction.org
[1] cnn.com
[1] pbs.org
[1] dearblackwomenproject.com
[1] lnkd.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[15338] juneteenth
[2184] juneteenth2019
[801] otd
[282] reparations
[177] blackish
[162] theroots
[94] freedom
[92] reparationshearing
[84] onthisday
[66] slavery



Top Hashtags in Tweet in G1:
[1649] juneteenth
[1601] juneteenth2019
[2] juneteenth2018
[1] reposting

Top Hashtags in Tweet in G2:
[1514] juneteenth
[15] juneteenth2019
[2] repost
[2] workisneverdone
[2] neverforget
[1] melanin
[1] freedom
[1] black
[1] slavery
[1] lipsbybossy

Top Hashtags in Tweet in G3:
[1312] juneteenth
[100] juneteenth2019
[62] reparations
[58] freedom
[31] wednesdaywisdom
[27] howifightdepression
[21] blacklivesmatter
[20] happyjuneteenth
[18] slavery
[16] freedomday

Top Hashtags in Tweet in G4:
[878] juneteenth
[33] juneteenth2019
[4] otd

Top Hashtags in Tweet in G5:
[610] otd
[175] juneteenth
[52] reparationshearing
[29] juneteenth2019
[5] apeoplesjourney
[5] ados
[3] blacklivesmatter
[3] reparations
[2] macfellow
[2] mitchmcconnell

Top Hashtags in Tweet in G6:
[795] juneteenth
[42] onthisday
[15] juneteenth2019
[10] otd
[10] todayisjuneteenth
[3] gangstalking
[3] notouchtorture
[3] dew
[3] v2k
[3] domesticterrorism

Top Hashtags in Tweet in G7:
[566] juneteenth
[29] juneteenth2019
[15] otd
[3] reparations
[3] 6/19/2019 12:00:00 AM
[2] naarc
[2] aclu
[2] 400years
[1] onthisday
[1] 19june1619

Top Hashtags in Tweet in G8:
[206] juneteenth
[39] reparations
[15] juneteenth2019
[11] history
[9] amistad
[6] otd
[5] classtrip
[5] hr40
[5] tombrady
[4] race

Top Hashtags in Tweet in G9:
[535] juneteenth
[25] juneteenth2019
[18] themarathoncontinues
[14] freedomday
[13] otd
[12] teamkamala
[10] didyouknow
[10] juneteenthseder
[9] reparations
[7] kamala2020

Top Hashtags in Tweet in G10:
[555] juneteenth
[8] juneteenth2019
[8] howwelovethee
[7] otd
[4] lgbtq
[4] 1u
[3] pride
[3] wednesdaywisdom
[3] gdiinsurance
[2] unitedstates

Top Words
Top Words in Tweet in Entire Graph:
[23622] Words in Sentiment List#1: Positive
[5086] Words in Sentiment List#2: Negative
[12] Words in Sentiment List#3: Angry/Violent
[373624] Non-categorized Words
[402332] Total Words
[15338] #juneteenth
[6647] celebrate
[6379] day
[5494] today
[4786] slavery

Top Words in Tweet in G1:
[1649] #juneteenth
[1626] fredtjoseph
[1624] juneteenth
[1605] happy
[1604] those
[1604] more
[1603] learn
[1602] holiday
[1601] video
[1601] #juneteenth2019

Top Words in Tweet in G2:
[2907] celebrate
[2905] day
[1514] #juneteenth
[1460] today
[1455] slavery
[1453] aoc
[1452] emancipation
[1451] united
[1451] states
[1448] congres

Top Words in Tweet in G3:
[1312] #juneteenth
[350] happy
[213] day
[197] today
[175] slavery
[159] juneteenth
[148] celebrate
[133] freedom
[115] s
[100] #juneteenth2019

Top Words in Tweet in G4:
[878] #juneteenth
[815] bronze_bombshel
[437] today
[436] happy
[413] emancipation
[401] 1865
[399] union
[397] notified
[395] texas
[394] proclamation

Top Words in Tweet in G5:
[674] nmaahc
[672] african
[664] 1865
[650] enslaved
[650] union
[650] tx
[646] galveston
[633] th
[625] freedom
[622] years

Top Words in Tweet in G6:
[795] #juneteenth
[701] celebrate
[392] slavery
[385] today
[362] day
[325] happy
[324] more
[324] union
[322] end
[309] 1865

Top Words in Tweet in G7:
[569] common
[566] #juneteenth
[481] freedom
[406] happy
[385] celebrate
[364] end
[362] celebrating
[361] brothers
[359] wishing
[359] sisters

Top Words in Tweet in G8:
[560] born
[457] years
[302] grandmother
[301] sonyachildress
[290] texas
[285] ago
[282] grandfather
[277] goodwill
[277] 106
[277] very

Top Words in Tweet in G9:
[535] #juneteenth
[280] day
[262] slavery
[208] today
[186] 1865
[180] free
[163] happy
[160] union
[159] june
[159] texas

Top Words in Tweet in G10:
[555] #juneteenth
[385] equality
[385] still
[381] country
[380] remember
[379] toward
[379] justice
[378] t
[378] made
[378] progress

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3158] celebrate,#juneteenth
[2755] today,celebrate
[2354] #juneteenth,day
[2290] united,states
[2287] happy,#juneteenth
[2179] happy,juneteenth
[2118] slavery,united
[1931] learn,more
[1883] #juneteenth2019,#juneteenth
[1879] day,celebrate

Top Word Pairs in Tweet in G1:
[1603] learn,more
[1600] happy,juneteenth
[1600] juneteenth,video
[1600] video,those
[1600] those,need
[1600] need,learn
[1600] more,holiday
[1600] holiday,#juneteenth2019
[1600] #juneteenth2019,#juneteenth
[1599] fredtjoseph,happy

Top Word Pairs in Tweet in G2:
[1451] today,celebrate
[1451] united,states
[1449] celebrate,#juneteenth
[1449] #juneteenth,day
[1449] day,celebrate
[1449] celebrate,emancipation
[1449] emancipation,slavery
[1449] slavery,united
[1449] states,day
[1448] aoc,today

Top Word Pairs in Tweet in G3:
[246] happy,#juneteenth
[69] happy,juneteenth
[50] 19,1865
[48] united,states
[47] june,19
[43] end,slavery
[38] today,celebrate
[36] celebrate,#juneteenth
[35] emancipation,proclamation
[35] #juneteenth,#juneteenth2019

Top Word Pairs in Tweet in G4:
[403] happy,#juneteenth
[394] emancipation,proclamation
[393] #juneteenth,today
[393] today,1865
[393] 1865,2yrs
[393] 2yrs,emancipation
[393] proclamation,slaves
[393] slaves,texas
[393] texas,notified
[393] notified,union

Top Word Pairs in Tweet in G5:
[641] 1865,enslaved
[641] enslaved,african
[616] african,americans
[614] americans,notified
[613] notified,freedom
[613] freedom,union
[613] union,troops
[613] troops,galveston
[613] two,years
[611] tx,two

Top Word Pairs in Tweet in G6:
[352] celebrate,#juneteenth
[346] today,celebrate
[320] end,slavery
[316] happy,#juneteenth
[302] #juneteenth,let's
[302] let's,celebrate
[302] celebrate,victories
[302] victories,communities
[302] communities,keep
[302] keep,working

Top Word Pairs in Tweet in G7:
[371] happy,#juneteenth
[359] wishing,happy
[359] #juneteenth,brothers
[359] brothers,sisters
[359] sisters,celebrating
[359] celebrating,celebrate
[359] celebrate,freedom
[359] freedom,end
[359] end,chattel
[358] common,wishing

Top Word Pairs in Tweet in G8:
[282] grandfather,born
[280] years,ago
[277] grandmother,born
[277] born,goodwill
[277] goodwill,texas
[277] texas,106
[277] 106,years
[277] ago,very
[277] very,much
[277] much,alive

Top Word Pairs in Tweet in G9:
[150] end,slavery
[145] 19,1865
[144] june,19
[133] 1865,union
[133] galveston,texas
[132] union,soldiers
[124] #juneteenth,day
[93] remaining,enslaved
[93] enslaved,africans
[91] soldiers,arrived

Top Word Pairs in Tweet in G10:
[378] #juneteenth,remember
[378] remember,country
[378] country,still
[378] progress,toward
[378] toward,racial
[378] racial,equality
[378] equality,justice
[377] still,hasn
[377] hasn,t
[377] t,made

Top Replied-To
Top Replied-To in Entire Graph:
@google
@barackobama
@teran_powell
@_maxwell_
@sentedcruz
@vp
@theatlantic
@mae_dayj
@berniesanders
@nmaahc

Top Replied-To in G1:
@aclib
@moncheri33
@fredtjoseph

Top Replied-To in G2:
@aoc

Top Replied-To in G3:

Top Replied-To in G5:
@bronze_bombshel
@nmaahc
@tariqnasheed
@jackles31

Top Replied-To in G6:
@rosie
@therealoj32
@repkarenbass
@sentedcruz
@repcummings
@kylegriffin1
@hillaryclinton
@nyashajunior
@nosoupforgeorge

Top Replied-To in G7:
@stoya
@thehill

Top Replied-To in G9:
@_maxwell_
@abc
@nmaahc
@personalitty
@gop

Top Replied-To in G10:
@senwarren

Top Mentioned
Top Mentioned in Entire Graph:
@fredtjoseph
@aoc
@bronze_bombshel
@nmaahc
@common
@senwarren
@sonyachildress
@hillaryclinton
@mrdannyglover
@repcummings

Top Mentioned in G1:
@fredtjoseph
@pbazleybethea
@antmay
@readitrealgood
@kingtrevior
@rocboi
@jefebyrd
@supab3ans
@iamreggo

Top Mentioned in G2:
@aoc
@fredtjoseph
@maryheglar
@chicityclerk
@nplhpodcast
@mftstorm
@32bjseiu
@ama_asamoah
@sashalaundy
@asmchristysmith

Top Mentioned in G3:
@weeziedboutique
@englishlithist
@twitfeedapp
@noireisgold
@antoinettem001
@socialchanger
@cowinspolitics
@candyacidreign

Top Mentioned in G4:
@bronze_bombshel
@fredtjoseph
@kofi
@fastcompany
@aoc
@mzmichgarcia
@blackvoices
@pdjeliclark
@nmaahc
@repcummings

Top Mentioned in G5:
@nmaahc
@tariqnasheed
@fredtjoseph
@bronze_bombshel
@aoc
@repcummings
@fordstheatre
@edsitement
@samwhiteout
@blackcease

Top Mentioned in G6:
@hillaryclinton
@repcummings
@theblackcaucus
@repswalwell
@repkarenbass
@aoc
@escapedmatrix
@bronze_bombshel
@nmaahc
@senwarren

Top Mentioned in G7:
@common
@thehill
@fredtjoseph
@bronze_bombshel
@blklivesmatter
@nmaahc
@aoc
@andrewgillum
@africanacarr
@nacwcwee_siue

Top Mentioned in G8:
@sonyachildress
@keithboykin
@trish_zornio
@darkqueenj_
@aoc
@fredtjoseph
@christylezz
@yaleglc
@unt_nupes
@nmaahc

Top Mentioned in G9:
@blklivesmatter
@benandjerrys
@bronze_bombshel
@repjayapal
@kamalaharris
@jeremiah320
@repbarbaralee
@erickfernandez
@womensmarch
@laureldavilacpa

Top Mentioned in G10:
@senwarren
@juliancastro
@aoc
@truecolorsunite
@repcummings
@nmaahc
@sonyachildress
@iambraxsimpson
@fredtjoseph
@stephanielily

Top Tweeters
Top Tweeters in Entire Graph:
@entornoi
@mattmurph24
@feministajones
@el_universal_mx
@bannerite
@mharvey816
@thatmousebish
@thelibraicon
@ligayaloyola
@inspiteoftrump

Top Tweeters in G1:
@thatmousebish
@bornceo
@lordsdontworry
@odotjdot
@denverchannel
@rather_un1que
@rocboi
@trevahhhnstuff
@ayee_yo_nick
@antmay

Top Tweeters in G2:
@blkcarmensdiego
@mayread3
@motelsonthemoon
@ohlaboday
@capatosta122
@presalohabitch
@kevinrns
@truth_tweeters
@edot__
@ms_mayfield

Top Tweeters in G3:
@rashardnamuh
@amadorn
@dndisturbulence
@pmoallemian
@ocularnervosa
@tamranyc
@un_conquered
@trazlersgal
@fullsail
@trendsuk

Top Tweeters in G4:
@sullyanne1
@mrpryority
@geegeebythesea
@fran_neena20409
@fabio_laflare
@omfgitsashlyn
@fastcompany
@neferphoenix_
@pollomaldonado
@princess_simba

Top Tweeters in G5:
@threadreaderapp
@lslay19
@shadosolo
@joy31608
@waqarkhan_123
@purnell_bfresh
@dileed
@randibaker01
@sciencemilkcow
@uberfacts

Top Tweeters in G6:
@jodotcom
@aworldoutofmind
@mms5048
@blurbette
@copperbird7
@pearlfectchassi
@cindycrum
@rocky1542
@janniaragon
@bofflespoffle

Top Tweeters in G7:
@thehill
@ghettoorgan
@erinnj_
@hrhstillstacie
@harriekd
@itsdomcruize
@mouthygurl
@onlyoneamaris
@scout2462
@enterdadome

Top Tweeters in G8:
@mattmurph24
@thelibraicon
@firefire100
@mdjacksondallas
@filmfatale_nyc
@drunkunclep
@recirich
@tinyboo49
@felonious_munk
@augusteve2012

Top Tweeters in G9:
@bannerite
@tottenbill
@docrocktex26
@slate
@teckiegirl
@leslielee327
@mhmhart
@rebeccaswh
@moonangelwings
@thisisysa

Top Tweeters in G10:
@inspiteoftrump
@greeneyedlilo
@_rtinews
@sexysportsfan
@quorumcall
@violue
@darthdandious
@dancebotdes
@badwolf303
@all100senators