#BlackInTheIvory, Twitter, 9/13/2020 7:28:03 AM, 235075


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#BlackInTheIvory_2020-09-13_00-15-01.xlsx
#BlackInTheIvory_2020-09-13_00-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 13, 2020
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/2ZukMNF
@blkingeoscience
@do_kinder
@isasaxonists
@drocean24
@academicchatter
@blackinneuro
@drcaberry
@blkinengineerng
@oletaknowsstuff
@eswntweets

Top hashtags:
#blackintheivory
#blackinthemud
#blackingeoscienceweek

Description:
Description
The graph represents a network of 2,697 Twitter users whose tweets in the requested range contained "#BlackInTheIvory", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 13 September 2020 at 07:17 UTC.

The requested start date was Sunday, 13 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 30.

The maximum number of tweets collected was 15,000.

The tweets in the network were tweeted over the 28-day, 22-hour, 3-minute period from Friday, 14 August 2020 at 01:11 UTC to Friday, 11 September 2020 at 23:14 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 : 2697
Unique Edges : 1726
Edges With Duplicates : 4714
Total Edges : 6440
Number of Edge Types : 5
Retweet : 2202
MentionsInRetweet : 3156
Tweet : 375
Mentions : 632
Replies to : 75
Self-Loops : 402
Reciprocated Vertex Pair Ratio : 0.0175879396984925
Reciprocated Edge Ratio : 0.0345679012345679
Connected Components : 224
Single-Vertex Connected Components : 85
Maximum Vertices in a Connected Component : 2048
Maximum Edges in a Connected Component : 5449
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.212732
Graph Density : 0.000501298838472025
Modularity : 0.537538
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,697 Twitter users whose tweets in the requested range contained "#BlackInTheIvory", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 13 September 2020 at 07:17 UTC.

The requested start date was Sunday, 13 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 30.

The maximum number of tweets collected was 15,000.

The tweets in the network were tweeted over the 28-day, 22-hour, 3-minute period from Friday, 14 August 2020 at 01:11 UTC to Friday, 11 September 2020 at 23:14 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 : #BlackInTheIvory
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:
[22] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02471-6
[11] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell-systems%2Ffulltext%2FS2405-4712%2820%2930243-X&rc=0
[9] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-01741-7
[8] https://www.scholarstrike.com/
[7] https://docs.google.com/document/d/1hHaeAYTl6N45_HIF1jKXiafe3J9oODpin9fXUTY8T14/mobilebasic
[7] https://blackcomputeher.org/citeher-bibliography/
[6] https://www.insidehighered.com/views/2020/09/01/more-federal-research-funding-should-go-directly-grad-students-opinion
[5] https://blackinengineering.org/
[5] http://theprofessorisin.com/2020/06/17/5-anti-racist-practices-white-scholars-can-adopt-today-blm-guest-post/
[5] https://diverseeducation.com/article/188483/#.X0Z6U0Qe_Wo.twitter

Top URLs in Tweet in G1:
[7] https://docs.google.com/document/d/1hHaeAYTl6N45_HIF1jKXiafe3J9oODpin9fXUTY8T14/mobilebasic
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02471-6
[1] https://twitter.com/aaberhe/status/1203524830332502016?s=20
[1] https://www.newsweek.com/academia-will-not-surviv-without-black-scholars-1530915?fbclid=IwAR0R-64lhhByLUI9Ubprv2qRFV9wiTvzcsMuz6KeA70YZv_b5IQvani4Q-g
[1] https://www.nature.com/articles/d41586-020-02203-w
[1] https://twitter.com/nytimes/status/1304147452434542594
[1] https://twitter.com/WCPerspectives/status/1295326131344642051
[1] https://twitter.com/BlkinGeoscience/status/1302904029232668677
[1] https://twitter.com/seis_matters/status/1299000448691482630

Top URLs in Tweet in G2:
[8] https://www.scholarstrike.com/
[6] https://blackcomputeher.org/citeher-bibliography/
[5] https://blackinengineering.org/
[3] https://open.spotify.com/episode/6a7hpFgDAksVc2kuz1ty0W?si=UsRBnl7dT9SRJRBjx1LEug
[3] https://www.wihe.com/article-details/158/-blackintheivory-documents-anti-blackness-in-the-academy/
[2] https://www.youtube.com/channel/UCm37SR135GQG9FyK8dcLGTg
[2] https://open.spotify.com/episode/0XD6wWhW1VRy6tZhLqsfid?si=xR_QC6DUQReDBnxEcnptrQ
[1] https://twitter.com/OpenAcademics/status/1299331649465966593
[1] https://southphoenixoralhistory.com/more-and-more-every-day/more-and-more-every-day-black-in-engineering-8-11-20/
[1] https://wordpress.rose-hulman.edu/berry123/wp-content/uploads/sites/153/2016/10/Dissertation.pdf

Top URLs in Tweet in G4:
[5] https://www.thexylom.com/brack-ish
[2] https://twitter.com/EKNduom/status/1301523966046199808
[1] https://www.medscape.com/viewarticle/936774#vp_1
[1] https://medium.com/the-faculty/white-academia-do-better-fa96cede1fc5
[1] https://www.library.gatech.edu/blm
[1] https://twitter.com/TheLancet/status/1301794628283387904
[1] https://twitter.com/uressien/status/1301130187116077056
[1] https://twitter.com/TemiOgunleye/status/1287082937813540867

Top URLs in Tweet in G5:
[2] https://twitter.com/drshardedavis/status/1304258940893569027
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41562-020-0926-6
[1] https://www.blackintheivory.com
[1] https://www.withoutaspace.com/personalspace/2020/9/5/nothing-mutual-about-it
[1] https://twitter.com/smileitsjoy/status/1304282121226399744
[1] https://twitter.com/sunnydaejones/status/1304423341759983616
[1] https://twitter.com/DrShardeDavis/status/1304258940893569027?s=20
[1] https://twitter.com/DrShardeDavis/status/1304258940893569027
[1] https://osclg.org/2020-annual-conference
[1] https://twitter.com/RepPressley/status/1301289198033547265

Top URLs in Tweet in G6:
[1] https://twitter.com/Tweetistorian/status/1298966789712424963

Top URLs in Tweet in G7:
[2] https://www.linkedin.com/slink?code=eakXP3d
[1] https://blackcomputeher.org/citeher-bibliography/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02471-6

Top URLs in Tweet in G8:
[3] https://issafrica.org/about-us/careers-and-opportunities/call-for-papers-2nd-igad-scientific-conference-on-migration-and-displacement?utm_source=BenchmarkEmail&utm_campaign=ISS_Weekly&utm_medium=email
[3] http://democracyinafrica.org/decolonizing_the_academy/
[1] http://democracyinafrica.org/decolonizing_the_academy/?utm_source=ECDPM+Newsletters+List&utm_campaign=19ab9040e9-EMAIL_CAMPAIGN_2020_09_07_10_36&utm_medium=email&utm_term=0_f93a3dae14-19ab9040e9-388812733

Top URLs in Tweet in G9:
[2] https://twitter.com/kareem_carr/status/1294657351627284482
[1] https://twitter.com/NBCNews/status/1294081318649769984
[1] https://twitter.com/mabinssanche/status/1293920118649622528
[1] https://wonkhe.com/blogs/black-students-arent-getting-funded-phds-whos-responsible-for-fixing-that/
[1] https://twitter.com/AmyThunig/status/1291950312731758594
[1] https://workingclassstudies.wordpress.com/2020/08/17/the-hidden-price-of-an-education-black-and-working-class-in-academe/?fbclid=IwAR2CN2H5NVY5VldFDKFUw_bQLXVEgW5Z935iVpJ8uzKZj2ZRXyvr6AiwrEI
[1] https://100histories100worlds.org/
[1] https://twitter.com/cbcsports/status/1295918513694085121
[1] https://twitter.com/marthasjones_/status/1296056689146372097
[1] https://twitter.com/drrubidium/status/1296248683466493953

Top URLs in Tweet in G10:
[1] https://twitter.com/indigenousx/status/1294440850215202817

Top Domains
Top Domains in Tweet in Entire Graph:
[136] twitter.com
[39] nature.com
[18] theprofessorisin.com
[16] youtube.com
[12] diverseeducation.com
[12] elsevierhealth.com
[10] dy.si
[10] google.com
[9] insidehighered.com
[8] scholarstrike.com

Top Domains in Tweet in G1:
[7] google.com
[5] twitter.com
[3] nature.com
[1] newsweek.com

Top Domains in Tweet in G2:
[19] twitter.com
[8] scholarstrike.com
[7] youtube.com
[6] blackinengineering.org
[6] blackcomputeher.org
[5] instagram.com
[5] spotify.com
[3] wihe.com
[1] southphoenixoralhistory.com
[1] rose-hulman.edu

Top Domains in Tweet in G4:
[5] twitter.com
[5] thexylom.com
[1] medscape.com
[1] medium.com
[1] gatech.edu

Top Domains in Tweet in G5:
[7] twitter.com
[2] nature.com
[1] blackintheivory.com
[1] withoutaspace.com
[1] osclg.org

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[2] linkedin.com
[1] blackcomputeher.org
[1] nature.com

Top Domains in Tweet in G8:
[4] democracyinafrica.org
[3] issafrica.org

Top Domains in Tweet in G9:
[26] twitter.com
[1] wonkhe.com
[1] wordpress.com
[1] 100histories100worlds.org
[1] freedom-builders.us
[1] cbc.ca
[1] democracyinafrica.org
[1] npr.org
[1] youtube.com
[1] chronicle.com

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1003] blackintheivory
[209] blackinthemud
[154] blackingeoscienceweek
[104] scholarstrike
[96] blackinstem
[77] academictwitter
[74] blacklivesmatter
[67] blackandstem
[67] academicchatter
[45] medtwitter



Top Hashtags in Tweet in G1:
[188] blackinthemud
[133] blackingeoscienceweek
[28] blackingeoscience
[24] blackintheivory
[21] notimeforsilence
[6] blacklivesmatter
[4] antiraciststem
[3] blackinstem
[2] bigweek
[2] blackauthors

Top Hashtags in Tweet in G2:
[106] blackintheivory
[41] blackandstem
[30] blackinengineering
[28] academicchatter
[26] blackinstem
[22] blackinx
[19] blackafinstem
[19] amplifyblackstem
[15] academictwitter
[15] scholarstrike

Top Hashtags in Tweet in G3:
[1] blackinneuro
[1] blackintheivory
[1] blackinengineering
[1] blackinrobotics

Top Hashtags in Tweet in G4:
[46] blackintheivory
[26] blackinstem
[20] amplifyblackvoices
[20] journalistsofcolor
[11] blackinneuro
[5] blacklivesmatter
[5] indigenousinstem
[5] medtwitter
[3] blackinthemud
[3] orthotwitter

Top Hashtags in Tweet in G5:
[86] blackintheivory
[2] blackinstem
[2] covid19
[1] womeninstem
[1] stem
[1] academictwitter
[1] academicchatter
[1] racism
[1] medtwitter
[1] blackmedtwitter

Top Hashtags in Tweet in G6:
[25] blackintheivory
[6] academictwitter
[6] shakerace
[6] raceb4race
[4] medievaltwitter
[1] blackinx
[1] blackandstem
[1] scholarstrike
[1] blacklivesmatter

Top Hashtags in Tweet in G7:
[4] blackintheivory
[2] blackandstem
[2] shutdownstem
[1] vanguardstem
[1] strike4blacklives
[1] stemteenth
[1] wordsintoactions
[1] endracism
[1] universitiesuk
[1] stopracism

Top Hashtags in Tweet in G8:
[7] blackintheivory
[3] mobility
[3] covid_19
[2] blacklivesmatter
[1] academictwitter

Top Hashtags in Tweet in G9:
[92] blackintheivory
[9] blacklivesmatter
[9] academicchatter
[9] academictwitter
[5] medtwitter
[4] academia
[4] blm
[3] diversityinmedicine
[3] racisminmedicine
[3] racism

Top Hashtags in Tweet in G10:
[6] blackintheivory
[5] academictwitter
[2] blackfullatwitter
[2] academicchatter
[1] blacademia
[1] blacademic
[1] auspol
[1] educationwithcovid
[1] education_minister
[1] educationpolicy2020

Top Words
Top Words in Tweet in Entire Graph:
[992] #blackintheivory
[912] black
[265] using
[256] scientists
[249] women
[232] experiences
[229] white
[227] scholars
[222] field
[221] bipoc

Top Words in Tweet in G1:
[223] black
[190] using
[190] scientists
[188] #blackinthemud
[188] highlight
[188] experiences
[188] field
[188] similar
[186] #blackintheivo
[176] blkingeoscience

Top Words in Tweet in G2:
[103] #blackintheivory
[67] black
[61] women
[41] #blackandstem
[35] blkinengineerng
[30] #blackinengineering
[30] being
[28] #academicchatter
[26] #blackinstem
[26] white

Top Words in Tweet in G3:
[120] hello
[120] reaching
[120] bipoc
[120] early
[120] career
[120] scholars
[120] postdoc
[120] faculty
[120] transition
[120] program

Top Words in Tweet in G4:
[53] eknduom
[52] ushamcfarling
[51] thanks
[51] naharrisonmd
[51] interviewed
[51] pulitzerprizes
[51] winner
[51] medscape
[51] life
[50] i'

Top Words in Tweet in G5:
[86] #blackintheivory
[36] support
[33] grad
[31] drshardedavis
[31] reminder
[30] don
[30] narrative
[29] black
[24] students
[23] website

Top Words in Tweet in G6:
[96] isasaxonists
[65] academia
[59] scholars
[43] wyte
[40] look
[36] part
[32] bipoc
[29] social
[29] media
[28] dismiss

Top Words in Tweet in G7:
[5] black
[4] #blackintheivory
[2] blackinneuro
[2] women
[2] racism
[2] #blackandstem
[2] #shutdownstem
[2] bf
[2] responsibleunis
[2] uukevents

Top Words in Tweet in G8:
[90] list
[79] reading
[63] start
[63] term
[62] diversify
[62] before
[62] determined
[62] teach
[62] white
[62] men

Top Words in Tweet in G9:
[92] #blackintheivory
[25] black
[10] racism
[9] students
[9] #blacklivesmatter
[9] #academicchatter
[9] #academictwitter
[8] being
[8] one
[8] white

Top Words in Tweet in G10:
[66] indigenous
[61] indigenousx
[33] research
[25] spend
[25] week
[25] talking
[25] part
[25] criminal
[25] justice
[25] system

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[247] black,scientists
[212] experiences,black
[209] using,#blackinthemud
[209] #blackinthemud,highlight
[209] highlight,experiences
[209] scientists,field
[209] field,similar
[207] similar,#blackintheivo
[185] blkingeoscience,using
[143] black,women

Top Word Pairs in Tweet in G1:
[190] black,scientists
[188] using,#blackinthemud
[188] #blackinthemud,highlight
[188] highlight,experiences
[188] experiences,black
[188] scientists,field
[188] field,similar
[186] similar,#blackintheivo
[165] blkingeoscience,using
[102] someone,#blackingeoscienceweek

Top Word Pairs in Tweet in G2:
[38] black,women
[22] frustrated,white
[22] white,women
[22] women,jessica
[22] jessica,krug
[22] krug,press
[22] press,attention
[22] attention,lying
[22] lying,being
[22] being,black

Top Word Pairs in Tweet in G3:
[120] hello,reaching
[120] reaching,bipoc
[120] bipoc,early
[120] early,career
[120] career,scholars
[120] scholars,postdoc
[120] postdoc,faculty
[120] faculty,transition
[120] transition,program
[120] program,umnews

Top Word Pairs in Tweet in G4:
[51] thanks,naharrisonmd
[51] naharrisonmd,interviewed
[51] interviewed,ushamcfarling
[51] ushamcfarling,pulitzerprizes
[51] pulitzerprizes,winner
[51] winner,medscape
[51] medscape,life
[50] eknduom,thanks
[50] life,i'
[25] #blackintheivory,#blackinstem

Top Word Pairs in Tweet in G5:
[24] grad,students
[22] faculty,bully
[22] bully,treat
[22] treat,grad
[22] students,trash
[22] trash,lie
[22] lie,website
[22] website,spin
[22] spin,narrative
[22] narrative,positive

Top Word Pairs in Tweet in G6:
[38] wyte,scholars
[30] isasaxonists,wyte
[29] social,media
[28] scholars,academia
[28] academia,dismiss
[28] dismiss,social
[28] media,tied
[28] tied,accessibility
[28] accessibility,bipoc
[28] bipoc,excluded

Top Word Pairs in Tweet in G7:
[2] #blackandstem,#blackintheivory
[2] responsibleunis,uukevents
[2] uukevents,alistairjarvis
[2] alistairjarvis,valerieamos
[2] valerieamos,hillarygyebi
[2] hillarygyebi,uea_vc
[2] uea_vc,durhamsociology
[2] durhamsociology,universitiesuk
[2] universitiesuk,uukintl
[2] open,letter

Top Word Pairs in Tweet in G8:
[79] reading,list
[63] start,term
[62] diversify,reading
[62] list,before
[62] before,start
[62] term,determined
[62] determined,teach
[62] teach,white
[62] white,men
[62] men,time

Top Word Pairs in Tweet in G9:
[4] #blackintheivory,#blacklivesmatter
[4] #blacklivesmatter,#blackintheivory
[3] #medtwitter,#blackintheivory
[3] example,#blackintheivory
[3] being,#blackintheivory
[3] #blackintheivory,#diversityinmedicine
[3] #diversityinmedicine,#racisminmedicine
[3] #racisminmedicine,#racism
[3] #racism,#blackinmedicine
[3] #blackinmedicine,#minoritiesinmedicine

Top Word Pairs in Tweet in G10:
[25] spend,week
[25] week,talking
[25] talking,part
[25] part,criminal
[25] criminal,justice
[25] justice,system
[25] system,researching
[25] researching,historical
[25] historical,white
[24] indigenousx,spend

Top Replied-To
Top Replied-To in Entire Graph:
@warnerlthomas
@shreyatrivedimd
@chrismartin76
@stutzman_alexis
@annaboconnell
@scottvedwards1
@technicallyali1
@mabinssanche
@drayanajordan
@sexipuedo

Top Replied-To in G1:
@needhibhalla

Top Replied-To in G2:
@mycolosam
@nsbe
@openacademics
@vvchambers
@what2dowiththat
@drmonicacox
@phd_balance
@susannalharris
@herhandsmyhands
@uri_nursing

Top Replied-To in G5:
@mabinssanche
@smileitsjoy
@sexipuedo
@drayanajordan
@blkwomenradical
@connielabiologa

Top Replied-To in G7:
@responsibleunis
@blkingeoscience

Top Mentioned
Top Mentioned in Entire Graph:
@blkingeoscience
@drocean24
@umnews
@nicolagrissom
@isasaxonists
@oletaknowsstuff
@indigenousx
@fromagehomme
@aaberhe
@eknduom

Top Mentioned in G1:
@blkingeoscience
@drocean24
@aaberhe
@lisatoafault
@nabgsocial
@curly_scientist
@lis
@na
@thepalass
@eswntweets

Top Mentioned in G2:
@blkinengineerng
@itsafronomics
@ayeshaboyce
@drcaberry
@academicchatter
@blackandstem
@drmonicacox
@antheabutler
@quincykbrown
@blackintheivory

Top Mentioned in G3:
@umnews
@nicolagrissom
@oletaknowsstuff
@drcaberry

Top Mentioned in G4:
@eknduom
@ushamcfarling
@naharrisonmd
@pulitzerprizes
@medscape
@sconc
@davidrfeinberg
@profjasmine
@thexylom
@blkingeoscience

Top Mentioned in G5:
@drshardedavis
@sunnydaejones
@lancekbennett
@_nessiethegreat
@smileitsjoy
@kunda_kentay
@osclg
@myalroberson
@drdnwd
@dronibee

Top Mentioned in G6:
@isasaxonists
@samiranadkarni
@drmonicacox

Top Mentioned in G7:
@blackinneuro
@uukevents
@alistairjarvis
@valerieamos
@hillarygyebi
@uea_vc
@durhamsociology
@universitiesuk
@uukintl
@jomicah24

Top Mentioned in G8:
@fromagehomme
@africademocracy
@rdanzigeriom
@iom_gmdac

Top Mentioned in G10:
@indigenousx
@jacyntakrakouer
@robyn_oxley
@amythunig
@skyeakbar
@mdavisqlder
@collardleonard
@oletaknowsstuff

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@lennaleprena
@kat4obama
@femtech_
@lizditz
@sallyrmelb
@fight4freedom72
@blackphysicists
@wise_diva
@_l17r_

Top Tweeters in G1:
@blackphysicists
@wise_diva
@ricardoharvin
@avildsen
@whysharksmatter
@jchrispires
@jandroid
@realscientists
@bg_grace
@epidatageek

Top Tweeters in G2:
@llama_strudel
@conjja
@academicchatter
@herhandsmyhands
@thetattooedprof
@nyashajunior
@antheabutler
@sandra_phoma
@heyval2
@planetdr

Top Tweeters in G3:
@doc_becca
@bensaunders
@ldrogosphd
@drjkhokhar
@jaredwyoung
@csaviochan
@nanopharmnc
@hao_and_y
@drglitterbear
@jdavidjentsch

Top Tweeters in G4:
@iteration23
@begoniaarizona
@ti_enjoli
@tiredinor4now
@kayfey
@mededbot
@marcventresca
@jhillport
@beaniejean_
@ab_synthia2

Top Tweeters in G5:
@joyannreid
@everevolving_e
@smileitsjoy
@lesliemac
@jewelbarnettphd
@quintifiable
@resistmonsters
@benjaminpdixon
@sunnydaejones
@gringene_bio

Top Tweeters in G6:
@the_lady_red
@fairishgodmum
@nberlat
@pkanagaratnam
@revagsl
@daniellegembala
@docfreeride
@dorothyk98
@amethystinia
@d_overlord

Top Tweeters in G7:
@kesewaa_omari
@profcathharper
@flt_s3nyo
@devin_eleven
@ripanzell
@okokoowen
@srtrc_england
@laxgodchino
@americares
@lauragrayblair

Top Tweeters in G8:
@roselover24
@nicolawatson13
@enobong
@zittokabwe
@wizbish
@capt_scarlett
@peterhbegley
@laurenmaeve
@kubatana
@angelaquintal

Top Tweeters in G9:
@sonortori_us
@kickbraintumors
@ifkanoolow
@emtumilty
@nancytaughtyou
@una
@grumpykelson
@sugarhilljay
@mdionnethompson
@moeshamarx

Top Tweeters in G10:
@lennaleprena
@sallyrmelb
@wgarnews
@melissasweetdr
@4evrstardancer
@indigenousx
@greenspace01
@popcoin3
@echidna_paw
@mnxmoosi


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