blacktwitter, Twitter, 12/2/2019 9:53:02 AM, 217836


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blacktwitter_2019-12-01_21-59-16.xlsx
blacktwitter_2019-12-01_21-59-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 02, 2019
Short Description:
blacktwitter via NodeXL http://bit.ly/37Zat6U
@madenmelanin
@missvalarie2
@historyheroes
@mackspotroast
@damoncortez4
@faisay46
@blackbarriers
@blackparenting1
@thakidtrialz
@tyhielagray

Top hashtags:
#blacktwitter
#blackexcellence
#blacktwittermovement

Description:
Description
The graph represents a network of 3,573 Twitter users whose tweets in the requested range contained "blacktwitter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 02 December 2019 at 06:00 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 2-hour, 13-minute period from Thursday, 28 November 2019 at 11:22 UTC to Sunday, 01 December 2019 at 13:36 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 : 3573
Unique Edges : 3873
Edges With Duplicates : 2214
Total Edges : 6087
Number of Edge Types : 3
Mentions : 4108
Tweet : 1800
Replies to : 179
Self-Loops : 1800
Reciprocated Vertex Pair Ratio : 0.00560067208064968
Reciprocated Edge Ratio : 0.0111389585073796
Connected Components : 670
Single-Vertex Connected Components : 401
Maximum Vertices in a Connected Component : 1966
Maximum Edges in a Connected Component : 3794
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.534493
Graph Density : 0.000281365560855351
Modularity : 0.612799
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,573 Twitter users whose tweets in the requested range contained "blacktwitter", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 02 December 2019 at 06:00 UTC.

The requested start date was Monday, 02 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 3-day, 2-hour, 13-minute period from Thursday, 28 November 2019 at 11:22 UTC to Sunday, 01 December 2019 at 13:36 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : blacktwitter
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[23] http://blacktradelines.com/store/20/item/423/Eau-de-Parfum--2-5FL-OZ--La-Vie-Est-Belle-For-Women-
[23] http://blacktradelines.com/store/20/item/424/Eau-De-Parfum--3-4FL-OZ--Smash-Collection--Versace-Yellow-Diamond-
[20] https://www.sherrishabazz.com/
[18] https://successfulblackparenting.com/big-kid-animation-is-now-a-new-board-book/
[17] https://distrokid.com/hyperfollow/prinny/talk-too-much
[14] https://www.yahoo.com/gma/alelia-murphy-oldest-living-person-us-dies-114-151454748--abc-news-topstories.html
[12] http://www.blacktradelines.com/blackbeauty/
[12] https://www.youtube.com/watch?v=0G01ERWYF-c&feature=youtu.be

[10] https://www.youtube.com/watch?v=9PP0B3Avm0M&feature=youtu.be

[10] https://successfulblackparenting.com/black-moms-are-loving-home-births/

Top URLs in Tweet in G1:
[20] https://www.sherrishabazz.com/
[6] https://adeclothingbrand.com/
[4] https://www.linkedin.com/pulse/do-you-have-talent-required-become-ceo-large-doris-perdue-johnson/
[3] https://www.360wavebrush.com/index.php
[3] http://womenspowerbook.org/contents-present-civilization-mankind-christian-book-revolutions.htm#.UF9ON1K3wwI
[3] https://www.afrokids.com/
[3] https://www.thecreativeera.com/shop
[3] https://shadescalendars.com/shop/
[2] https://www.trendssquads.com/products/women-flats-shoes-leopard-print-shoes
[2] https://www.7deadlysinsclothing.com/

Top URLs in Tweet in G2:
[23] http://blacktradelines.com/store/20/item/423/Eau-de-Parfum--2-5FL-OZ--La-Vie-Est-Belle-For-Women-
[23] http://blacktradelines.com/store/20/item/424/Eau-De-Parfum--3-4FL-OZ--Smash-Collection--Versace-Yellow-Diamond-
[3] http://blacktradelines.com/1273
[3] http://www.blacktradelines.com/Projects.cfm?ProjectID=2
[3] https://twitter.com/_its_nessaa/status/1200083877261455363
[2] https://www.youtube.com/watch?v=QxVM8YuOwcI

[1] https://twitter.com/i/web/status/1196659815042469888
[1] https://twitter.com/i/web/status/1200424888625971200
[1] https://twitter.com/i/web/status/1196893228332662785
[1] https://twitter.com/i/web/status/1193690804507873282

Top URLs in Tweet in G3:
[2] http://webuyblack.com
[1] https://twitter.com/i/web/status/1200484861204664321
[1] https://twitter.com/BerniceKing/status/1086270150830145537
[1] https://twitter.com/yanggangtv/status/1197196570309079040
[1] https://www.youtube.com/watch?v=f5VF_tPcIgw&feature=youtu.be

[1] https://twitter.com/i/web/status/1137894113112612866
[1] https://twitter.com/i/web/status/1200117953519218688
[1] https://twitter.com/solao/lists/blackwomenforyang
[1] https://twitter.com/i/web/status/1200210344800661504
[1] https://www.youtube.com/watch?v=5cGmfFVI5rY&feature=youtu.be


Top URLs in Tweet in G5:
[12] https://www.yahoo.com/gma/alelia-murphy-oldest-living-person-us-dies-114-151454748--abc-news-topstories.html
[2] http://www.zazzle.com/vintage_black_beauty_compact_mirror_case_no_3-256696460918998323
[2] https://www.youtube.com/watch?v=TBdEasNNis4&feature=youtu.be

[1] https://www.amazon.com/dp/1718046715/ref=cm_sw_r_tw_dp_U_x_fjdQBbWB8AWJV
[1] https://twitter.com/i/web/status/1200048430275366915
[1] https://twitter.com/i/web/status/1200419560303644672
[1] https://twitter.com/RattlerNation/status/1200400107709095937
[1] http://www.blackhistoryheroes.com
[1] https://successfulblackparenting.com/the-trump-bullying-effect-on-black-children/
[1] https://twitter.com/i/web/status/1200760226942791680

Top URLs in Tweet in G6:
[2] https://twitter.com/madenmelanin/status/1200432381431169024
[2] https://twitter.com/account/suspended
[1] https://twitter.com/blackwomenviews/status/1200903008076402690
[1] https://successfulblackparenting.com/how-building-a-positive-self-image-helps-parents-and-black-children-cope-with-racial-stress/
[1] https://twitter.com/i/web/status/1200447335916068869
[1] https://twitter.com/i/web/status/1200466001713934337
[1] https://twitter.com/i/web/status/1200524921752969217
[1] https://twitter.com/i/web/status/1200530262574206977
[1] https://bostonreview.net/race/jordanna-matlon-black-masculinity-under-racial-capitalism
[1] https://twitter.com/deardean22/status/1200841423068647426

Top URLs in Tweet in G8:
[18] https://successfulblackparenting.com/big-kid-animation-is-now-a-new-board-book/
[10] https://successfulblackparenting.com/black-moms-are-loving-home-births/
[10] https://successfulblackparenting.com/dad-doctor-writes-book-for-young-son-to-become-a-doctor/
[9] https://successfulblackparenting.com/black-children-and-mental-illness-what-to-do/
[9] https://successfulblackparenting.com/why-children-of-color-need-to-see-positive-representations-of-themselves/
[8] https://successfulblackparenting.com/were-on-top-successful-black-parenting-name-one-of-the-best-10-black-parenting-blogs/
[8] https://successfulblackparenting.com/stem-toys-for-black-children/
[7] https://successfulblackparenting.com/is-your-teen-racially-and-culturally-comfortable-at-school/
[7] https://successfulblackparenting.com/stop-tagging-your-childs-school-in-photos/
[7] https://successfulblackparenting.com/is-your-child-the-bully-5-things-every-parent-must-do-now/

Top URLs in Tweet in G9:
[3] https://www.cnbc.com/video/2016/12/20/don-peebles-on-meeting-with-trump-very-positive-conversation.html?__source=sharebar|twitter&par=sharebar
[3] http://www.cnbc.com/video/2019/09/12/bet-founder-trump-has-done-positive-things-for-the-economy.html
[2] https://oaklandnewsnow.com/2019/11/22/salesforce-rejects-black-media-for-dreamforce-kpoo-radio-zennie62media-blast-df19/
[1] https://twitter.com/i/web/status/1200206660540813314
[1] https://www.youtube.com/watch?v=JR15W1iNSgM&feature=youtu.be

[1] https://twitter.com/i/web/status/1200214265136910336
[1] https://twitter.com/i/web/status/1200534392172687365
[1] https://twitter.com/i/web/status/1200605344860262400
[1] https://slate.com/human-interest/2012/07/new-york-mayor-bloomberg-s-new-breastfeeding-law-harmful-to-women.html
[1] https://www.commondreams.org/news/2019/11/19/handing-trump-terrifying-authoritarian-surveillance-powers-house-democrats-include

Top URLs in Tweet in G10:
[1] https://www.aljazeera.com/indepth/features/zwarte-piet-black-pete-dutch-racism-full-display-181127153936872.html
[1] http://m.startribune.com/jury-will-decide-fate-of-st-paul-officer-who-kicked-suspect-being-mauled-by-dog/565451242/#
[1] https://twitter.com/i/web/status/1200292808025923584
[1] https://twitter.com/i/web/status/1200427277244391424
[1] https://twitter.com/i/web/status/1200435312373182466
[1] https://twitter.com/i/web/status/1200438400307908610
[1] https://twitter.com/i/web/status/1200450304111722497
[1] https://twitter.com/i/web/status/1200746690468335617
[1] https://www.rawstory.com/2019/11/university-of-north-carolina-to-set-up-a-2-5-million-charitable-trust-to-preserve-white-supremacist-statues/
[1] https://www.sfchronicle.com/living/article/Riding-BART-while-black-Does-our-transit-system-14869343.php

Top Domains
Top Domains in Tweet in Entire Graph:
[1059] twitter.com
[485] successfulblackparenting.com
[181] youtube.com
[67] blacktradelines.com
[50] theroot.com
[42] paper.li
[26] blaqsbi.com
[20] sherrishabazz.com
[18] distrokid.com
[17] teespring.com

Top Domains in Tweet in G1:
[356] twitter.com
[47] youtube.com
[26] blaqsbi.com
[20] sherrishabazz.com
[11] blogspot.com
[7] amazon.com
[7] instagram.com
[7] linkedin.com
[6] adeclothingbrand.com
[5] womenspowerbook.org

Top Domains in Tweet in G2:
[114] twitter.com
[54] blacktradelines.com
[2] youtube.com
[2] emiyworld.com
[1] medium.com

Top Domains in Tweet in G3:
[17] twitter.com
[2] youtube.com
[2] webuyblack.com
[1] anchor.fm
[1] google.com

Top Domains in Tweet in G5:
[15] twitter.com
[12] yahoo.com
[2] zazzle.com
[2] successfulblackparenting.com
[2] youtube.com
[1] amazon.com
[1] blackhistoryheroes.com
[1] indiegogo.com
[1] fox32chicago.com
[1] dredreams.com

Top Domains in Tweet in G6:
[12] twitter.com
[2] successfulblackparenting.com
[1] bostonreview.net

Top Domains in Tweet in G8:
[473] successfulblackparenting.com
[90] twitter.com
[4] paper.li
[2] successfulblackparenting.uk
[2] yahoo.com

Top Domains in Tweet in G9:
[54] twitter.com
[6] cnbc.com
[2] theweeklychallenger.com
[2] oaklandnewsnow.com
[2] politico.com
[1] youtube.com
[1] slate.com
[1] commondreams.org
[1] t.co
[1] nypost.com

Top Domains in Tweet in G10:
[6] twitter.com
[1] aljazeera.com
[1] startribune.com
[1] rawstory.com
[1] sfchronicle.com
[1] successfulblackparenting.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3857] blacktwitter
[496] blackexcellence
[275] blacktwittermovement
[204] supportblackbusiness
[204] iloveus
[193] blacklivesmatter
[188] retweet
[184] blackpussy
[182] porn
[176] twitterafterdark



Top Hashtags in Tweet in G1:
[434] blacktwitter
[52] blackfriday
[32] b1
[32] blackmedia
[25] apttmhg
[25] blackfacebook
[25] blackinstagram
[24] newblackmedia
[23] god
[21] israel

Top Hashtags in Tweet in G2:
[641] blacktwitter
[125] blackownedstores
[56] lets
[19] blacktwittermovement
[4] repost
[3] blacktwitterfollowtrain
[3] rebuild
[2] writingcommunity
[2] readingcommunity
[1] nayfollowtrain

Top Hashtags in Tweet in G3:
[130] bernie2020
[129] minimumwage
[129] freedomdividend
[116] blacktwitter
[65] blackpeople
[63] blacktechtwitter
[10] yanggang
[7] blackwomenforyang
[4] blacksforyang
[4] ados

Top Hashtags in Tweet in G4:
[203] iloveus
[203] blacktwitter

Top Hashtags in Tweet in G5:
[186] blacktwitter
[20] africanhistory
[16] blackhistory
[14] blackcreatives
[8] blacktwittermovement
[7] blacklivesmatter
[6] blm
[5] africa
[5] ados
[4] blackbusiness

Top Hashtags in Tweet in G6:
[240] blacktwitter
[16] amas2019live
[16] trumpbooedagain
[6] thanksgiving
[3] blackexcellence
[3] thanksgivingwithblackfamilies
[2] thanksgiving2019
[2] blackfathers
[2] familyguy
[1] iloveus

Top Hashtags in Tweet in G7:
[134] blacktwitter
[134] sundaytwitter

Top Hashtags in Tweet in G8:
[460] blackexcellence
[430] blacktwitter
[199] supportblackbusiness
[1] 11/1/2019 12:00:00 AM
[1] novemberissue
[1] blackparenting
[1] blackfamily
[1] thanksgivingwithblackfamilies
[1] ados

Top Hashtags in Tweet in G9:
[38] blacktwitter
[34] blackhistorymonth
[27] cryptocurrency
[27] racist
[8] bernie2020
[7] notmeus
[4] millennials
[4] union
[4] 401k
[4] dow19k

Top Hashtags in Tweet in G10:
[77] racism
[68] change
[21] blacktwitter
[16] blacklivesmatter
[9] blacktwittermovement
[7] kickitout
[6] policebrutality
[2] blm
[1] blackexcellence
[1] supportblackbusiness

Top Words
Top Words in Tweet in Entire Graph:
[2654] Words in Sentiment List#1: Positive
[2024] Words in Sentiment List#2: Negative
[20] Words in Sentiment List#3: Angry/Violent
[85167] Non-categorized Words
[89846] Total Words
[3862] #blacktwitter
[751] black
[661] re
[570] retweet
[496] #blackexcellence

Top Words in Tweet in G1:
[435] #blacktwitter
[101] black
[52] #blackfriday
[40] afterhourzzz
[32] #b1
[32] #blackmedia
[30] thanksgiving
[27] friday
[25] #apttmhg
[25] #blackfacebook

Top Words in Tweet in G2:
[641] #blacktwitter
[523] retweet
[460] re
[460] fan
[434] lets
[427] blacktwitter
[404] again
[204] used
[131] follow
[125] eau

Top Words in Tweet in G3:
[259] pay
[135] damoncortez4
[130] #bernie2020
[129] 15
[129] hr
[129] sit
[129] million
[129] dollar
[129] dream
[129] #minimumwage

Top Words in Tweet in G4:
[406] bruh
[203] homegirl
[203] caught
[203] chick
[203] middle
[203] doing
[203] tik
[203] tok
[203] #iloveus
[203] #blacktwitter

Top Words in Tweet in G5:
[186] #blacktwitter
[166] historyheroes
[111] cbouzy
[111] casey
[111] fuetsch
[111] 240
[111] 4th
[111] st
[111] apartment
[111] 1a

Top Words in Tweet in G6:
[240] #blacktwitter
[132] madenmelanin
[46] kids
[38] telling
[33] kevin
[33] hart
[26] black
[23] lol
[23] favorite
[23] video

Top Words in Tweet in G7:
[268] ke
[134] hello
[134] #blacktwitter
[134] #sundaytwitter
[134] re
[134] dumediše
[134] advance
[134] ameni
[133] ramichuene

Top Words in Tweet in G8:
[460] #blackexcellence
[430] #blacktwitter
[246] blackparenting1
[199] #supportblackbusiness
[182] black
[97] children
[77] child
[44] parenting
[39] kids
[35] book

Top Words in Tweet in G9:
[38] #blacktwitter
[34] #blackhistorymonth
[28] report
[28] abuse
[27] tweets
[27] including
[27] sales
[27] pitches
[27] #cryptocurrency
[27] #racist

Top Words in Tweet in G10:
[118] blackbarriers
[77] #racism
[68] #change
[61] racist
[55] nearly
[55] killed
[55] crazy
[55] guys
[55] stay
[55] safe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[486] fan,retweet
[479] #blacktwitter,re
[440] #blackexcellence,#blacktwitter
[440] again,#blacktwitter
[440] re,blacktwitter
[440] blacktwitter,fan
[369] lets,again
[220] retweet,used
[204] #blacktwitter,#supportblackbusiness
[204] bruh,homegirl

Top Word Pairs in Tweet in G1:
[32] #b1,#blackmedia
[25] #blackmedia,#apttmhg
[25] #blackfacebook,#blacktwitter
[25] #blacktwitter,#blackinstagram
[24] #newblackmedia,#b1
[23] black,friday
[23] #apttmhg,#god
[21] #god,#israel
[20] afterhourzzz,afterhourzzz
[19] afterhourzzz,#cocktailsanddebauchery

Top Word Pairs in Tweet in G2:
[459] fan,retweet
[452] #blacktwitter,re
[425] re,blacktwitter
[425] blacktwitter,fan
[404] again,#blacktwitter
[348] lets,again
[204] retweet,used
[125] eau,parfum
[125] #blacktwitter,#blackownedstores
[85] #blackownedstores,seanrobin011

Top Word Pairs in Tweet in G3:
[129] pay,15
[129] 15,hr
[129] hr,sit
[129] sit,million
[129] million,dollar
[129] dollar,dream
[129] dream,#minimumwage
[129] #minimumwage,#bernie2020
[129] #bernie2020,#freedomdividend
[129] #freedomdividend,pay

Top Word Pairs in Tweet in G4:
[203] bruh,homegirl
[203] homegirl,caught
[203] caught,chick
[203] chick,middle
[203] middle,doing
[203] doing,tik
[203] tik,tok
[203] tok,bruh
[203] bruh,#iloveus
[203] #iloveus,#blacktwitter

Top Word Pairs in Tweet in G5:
[111] cbouzy,casey
[111] casey,fuetsch
[111] fuetsch,240
[111] 240,4th
[111] 4th,st
[111] st,apartment
[111] apartment,1a
[111] 1a,york
[111] york,maybe
[111] maybe,#blacktwitter

Top Word Pairs in Tweet in G6:
[38] telling,kids
[34] madenmelanin,telling
[33] kids,kevin
[33] kevin,hart
[33] hart,#blacktwitter
[23] favorite,video
[23] video,#blacktwitter
[22] madenmelanin,favorite
[17] lol,#blacktwitter
[17] #blacktwitter,don

Top Word Pairs in Tweet in G7:
[134] hello,#blacktwitter
[134] #blacktwitter,#sundaytwitter
[134] #sundaytwitter,ke
[134] ke,re
[134] re,ke
[134] ke,dumediše
[134] dumediše,advance
[134] advance,ameni
[133] ramichuene,hello

Top Word Pairs in Tweet in G8:
[423] #blackexcellence,#blacktwitter
[199] #blacktwitter,#supportblackbusiness
[52] black,children
[49] blackparenting1,black
[32] black,parenting
[22] big,kid
[20] successful,black
[18] kid,animation
[18] animation,board
[18] board,book

Top Word Pairs in Tweet in G9:
[27] tweets,abuse
[27] abuse,#blackhistorymonth
[27] #blackhistorymonth,including
[27] including,sales
[27] sales,pitches
[27] pitches,#cryptocurrency
[27] #cryptocurrency,#racist
[27] #racist,self
[27] self,loathers
[26] report,tweets

Top Word Pairs in Tweet in G10:
[65] #racism,#change
[55] nearly,killed
[55] killed,crazy
[55] crazy,racist
[55] racist,guys
[55] guys,stay
[55] stay,safe
[55] safe,#racism
[54] blackbarriers,nearly
[54] #change,#blacktwitte

Top Replied-To
Top Replied-To in Entire Graph:
@jdeathsmorgan
@beiiahadids
@ynb
@rolandsmartin
@nbcnews
@drdre
@snoopdogg
@stylebender
@therealkiss
@rbgfitofficial

Top Replied-To in G2:
@savageallure_

Top Replied-To in G3:
@brothahassan
@solao
@joeygdnboss
@lorenzoisfresh

Top Replied-To in G5:
@talbertswan
@cbouzy
@comcast
@tariqnasheed

Top Replied-To in G9:
@sckribe99brian
@andyrichter
@plutoaplanet
@realtimblack
@emmysl
@abishamunamati
@omowaleafrika
@cnbc
@afrithinka
@shermichael_

Top Mentioned
Top Mentioned in Entire Graph:
@blackparenting1
@mackspotroast
@historyheroes
@panthe10th
@madenmelanin
@damoncortez4
@ramichuene
@blackbarriers
@cbouzy
@seanrobin011

Top Mentioned in G1:
@afterhourzzz
@applefortheday
@blackjedinow
@rhshearn
@tsmfotpinc
@trendssquads_
@_shanstweets_
@dedrakni1956
@mybamway

Top Mentioned in G2:
@seanrobin011
@wood2tymes
@shonebrodus1996
@iamdanasia
@linlittleton
@internet_hussla
@queenscorpio_79
@savageallure_
@ashakiiii
@yafavmarlene

Top Mentioned in G3:
@damoncortez4
@blacksforyang
@joeygdnboss
@thakidtrialz
@andrew
@nkosidwight
@andrewyang
@realmattdizzle
@solao
@felon_fred

Top Mentioned in G4:
@mackspotroast

Top Mentioned in G5:
@historyheroes
@cbouzy
@comcast
@nbc
@indiegogo
@kingofnostrings
@zazzle
@visionquestorg
@bobbysealecom
@realbyro

Top Mentioned in G6:
@madenmelanin
@proud2beblack1
@krissicaharper
@kingggdariusss
@thephoenix_v
@j_1ofakindnocap
@nochilll_bre
@ragingempath
@pusha_t
@blackbarriers

Top Mentioned in G7:
@ramichuene

Top Mentioned in G8:
@blackparenting1
@uchangenow
@shonebrodus1996
@gma
@historyheroes
@cocoabrownj

Top Mentioned in G9:
@homelandafrika
@petebuttigieg
@omowaleafrika
@mikebloomberg
@mssdidi
@starlord35
@brownsugar7878
@askmssdidi
@rolandsmartin
@sckribe99brian

Top Mentioned in G10:
@blackbarriers
@madenmelanin
@blackparenting1

Top Tweeters
Top Tweeters in Entire Graph:
@blacktradelines
@marshawright
@jojokejohn
@dichristine
@applesupport
@thepoliticalcat
@zennie62
@chipotletweets
@supstreamersrt2
@watermelondriia

Top Tweeters in G1:
@tea_party_chris
@hsb_epa
@0uttie5000
@dierdrelewis
@dj_sekret
@justgrateful
@hanjangho76
@legs_for_days
@je_ffree
@thelindsbelow

Top Tweeters in G2:
@blacktradelines
@sahara57700523
@1mauricewood
@lakers4ever777
@king617
@pocahontis_lhdc
@spoobertsosa96
@tweetsbykeezy
@nokiostyles
@__owusu

Top Tweeters in G3:
@madanabhat
@sesshabatto
@thesoccerdcn
@dubejohnr
@tuser5555
@michaelbloombe6
@backstreetlamb
@berniebot_2020
@fshnerb
@gekyradavis

Top Tweeters in G4:
@magicsdrew
@uhhm__okay
@sherramusaaa
@nickitmrockstar
@fatinrafezall
@stevodahero
@zaidahgogi
@numbahonekai
@luissimoes_
@ttisyao

Top Tweeters in G5:
@firefire100
@robinmcouch
@fiyasturm
@deepvard
@thinkkimthink
@magsmom7
@somuchtodo2
@carolndosi
@marangdream
@mygifttoyou2

Top Tweeters in G6:
@elise_flowers
@deniseoberson
@nearfutureplus
@astridbears
@taylarxo_
@t_farjr
@missvalarie2
@brooklyn6234
@mangafox
@duane_kariuki

Top Tweeters in G7:
@pixiestateomind
@keitukente
@tiro_siboto
@kgwerano5
@fana_lemane
@fairjoy_za
@shampoonaiza
@mp_maps_
@ramichuene
@bongiwegambu

Top Tweeters in G8:
@charluv2011
@stonefree63
@capatosta122
@aleague88
@gma
@bateswillie
@foreverguddalp
@sawyerandrew
@magic20099
@vonnie932

Top Tweeters in G9:
@thepoliticalcat
@zennie62
@cook_robert_l
@politicalant
@chemoelectric
@libbyliberalnyc
@javonnibrustow
@washingtonpost
@joy31608
@thedoncoogi

Top Tweeters in G10:
@aquarius1049
@vmbritsch
@wolfjon4
@john_the_l
@eegarim
@sjmn777
@honk4peace
@tmcsjgw18
@outspokenone03
@jtkstc