#BlackInTheIvory, Twitter, 9/16/2020 7:28:42 AM, 235246


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#BlackInTheIvory_2020-09-16_00-16-11.xlsx
#BlackInTheIvory_2020-09-16_00-16-11.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2020
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3kpv89A
@blkingeoscience
@do_kinder
@isasaxonists
@blackintheivory
@aaberhe
@drocean24
@drmonicacox
@docfreeride
@drcaberry
@blackinneuro

Top hashtags:
#blackintheivory
#blackinthemud
#blackingeoscienceweek
#scholarstrike

Description:
Description
The graph represents a network of 2,805 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 Wednesday, 16 September 2020 at 07:18 UTC.

The requested start date was Wednesday, 16 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 29-day, 21-hour, 3-minute period from Monday, 17 August 2020 at 01:48 UTC to Tuesday, 15 September 2020 at 22:51 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 : 2805
Unique Edges : 1737
Edges With Duplicates : 5027
Total Edges : 6764
Number of Edge Types : 5
MentionsInRetweet : 3321
Mentions : 651
Retweet : 2356
Tweet : 361
Replies to : 75
Self-Loops : 388
Reciprocated Vertex Pair Ratio : 0.0195605573419078
Reciprocated Edge Ratio : 0.0383705650459921
Connected Components : 218
Single-Vertex Connected Components : 82
Maximum Vertices in a Connected Component : 2084
Maximum Edges in a Connected Component : 5584
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.893792
Graph Density : 0.0004837754061552
Modularity : 0.526457
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 2,805 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 Wednesday, 16 September 2020 at 07:18 UTC.

The requested start date was Wednesday, 16 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 29-day, 21-hour, 3-minute period from Monday, 17 August 2020 at 01:48 UTC to Tuesday, 15 September 2020 at 22:51 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
[12] 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
[6] http://theprofessorisin.com/2020/06/17/5-anti-racist-practices-white-scholars-can-adopt-today-blm-guest-post/
[6] https://www.insidehighered.com/views/2020/09/01/more-federal-research-funding-should-go-directly-grad-students-opinion
[5] https://blackinengineering.org/
[5] https://diverseeducation.com/article/188483/#.X0Z6U0Qe_Wo.twitter
[5] https://blackcomputeher.org/citeher-bibliography/
[4] https://twitter.com/Maya_Michigan/status/1304487098460725248

Top URLs in Tweet in G1:
[19] 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://twitter.com/BlkinGeoscience/status/1305144784768716800
[1] https://www.mercurynews.com/2020/09/13/black-at-uc-berkeley-professor-tyrone-hayes-on-discrimination-in-academia/
[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://civilservice.blog.gov.uk/2019/07/08/please-dont-call-me-bame-or-bme/
[1] https://science.sciencemag.org/content/369/6506/884
[1] https://twitter.com/seis_matters/status/1299000448691482630

Top URLs in Tweet in G2:
[8] https://www.scholarstrike.com/
[5] https://blackinengineering.org/
[4] https://blackcomputeher.org/citeher-bibliography/
[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://open.spotify.com/episode/0XD6wWhW1VRy6tZhLqsfid?si=xR_QC6DUQReDBnxEcnptrQ
[2] https://www.youtube.com/channel/UCm37SR135GQG9FyK8dcLGTg
[1] https://sisterstem.org/2020/09/14/channeling-rage-when-i-dont-have-a-ride-to-the-protest/
[1] https://www.instagram.com/accounts/login/?next=/p/CEjZGjsjonE/%3Figshid%3D1xuqnxri5nxqc
[1] https://www.thesocialscientist.org/chilaka

Top URLs in Tweet in G3:
[7] https://docs.google.com/document/d/1hHaeAYTl6N45_HIF1jKXiafe3J9oODpin9fXUTY8T14/mobilebasic
[1] https://twitter.com/nytimes/status/1304147452434542594
[1] https://twitter.com/WCPerspectives/status/1295326131344642051
[1] https://twitter.com/BlkinGeoscience/status/1302904029232668677

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://twitter.com/smileitsjoy/status/1304282121226399744
[1] https://today.uconn.edu/2020/09/new-course-introduces-students-us-anti-black-racism/
[1] https://www.blackintheivory.com
[1] https://twitter.com/cindygallop/status/1304467904063328258
[1] https://www.withoutaspace.com/personalspace/2020/9/5/nothing-mutual-about-it
[1] https://twitter.com/jordannmarief/status/1305320251526180864
[1] https://twitter.com/smileitsjoy/status/1304282120047730688
[1] https://twitter.com/sunnydaejones/status/1304423341759983616

Top URLs in Tweet in G6:
[2] https://www.newscientist.com/article/2231559-harsh-peer-reviewer-comments-disproportionately-affect-minorities/
[1] https://twitter.com/Prof_Flowers/status/1305896747672141831
[1] https://twitter.com/Tweetistorian/status/1298966789712424963
[1] https://bit.ly/BAMEWA
[1] https://twitter.com/RuthAgbakoba/status/1296025955316768768
[1] https://discoversociety.org/2018/11/06/wearing-far-too-many-hats-bame-and-female-in-the-academy/
[1] https://twitter.com/AddyAdelaine/status/1301481812926103552

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:
[1] https://twitter.com/ayyschirripa/status/1305653825118679040
[1] https://twitter.com/indigenousx/status/1294440850215202817

Top URLs in Tweet in G9:
[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 G10:
[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
[1] https://twitter.com/DaphneyChery4/status/1296469611228078084
[1] https://twitter.com/ikunwosu/status/1299027875723710465
[1] https://www.freedom-builders.us/aboutus
[1] https://twitter.com/mos_daf/status/1297231369353834496
[1] https://twitter.com/AntheaButler/status/1299322327847534592

Top Domains
Top Domains in Tweet in Entire Graph:
[143] twitter.com
[42] nature.com
[17] theprofessorisin.com
[15] youtube.com
[12] diverseeducation.com
[11] dy.si
[9] google.com
[9] insidehighered.com
[8] scholarstrike.com
[6] blackinengineering.org

Top Domains in Tweet in G1:
[20] nature.com
[3] twitter.com
[1] mercurynews.com
[1] newsweek.com
[1] gov.uk
[1] sciencemag.org

Top Domains in Tweet in G2:
[14] twitter.com
[8] scholarstrike.com
[6] blackinengineering.org
[6] youtube.com
[5] spotify.com
[4] instagram.com
[4] blackcomputeher.org
[3] wihe.com
[1] sisterstem.org
[1] thesocialscientist.org

Top Domains in Tweet in G3:
[7] google.com
[3] twitter.com

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

Top Domains in Tweet in G6:
[4] twitter.com
[2] newscientist.com
[1] bit.ly
[1] discoversociety.org

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

Top Domains in Tweet in G8:
[2] twitter.com

Top Domains in Tweet in G9:
[4] democracyinafrica.org
[3] issafrica.org

Top Domains in Tweet in G10:
[24] twitter.com
[2] chronicle.com
[1] wordpress.com
[1] 100histories100worlds.org
[1] freedom-builders.us
[1] democracyinafrica.org
[1] npr.org
[1] youtube.com
[1] universityaffairs.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1070] blackintheivory
[210] blackinthemud
[193] blackingeoscienceweek
[104] scholarstrike
[85] academictwitter
[80] blacklivesmatter
[73] blackinstem
[70] academicchatter
[55] blacademics
[54] aboriginalacademics



Top Hashtags in Tweet in G1:
[156] blackingeoscienceweek
[30] blackinthemud
[28] blackingeoscience
[25] blackintheivory
[22] notimeforsilence
[8] blacklivesmatter
[4] antiraciststem
[4] blackinstem
[3] blackandstem
[2] blackauthors

Top Hashtags in Tweet in G2:
[122] blackintheivory
[32] blackandstem
[30] blackinengineering
[26] blackinstem
[26] academicchatter
[23] blackinx
[20] blackinneuro
[19] academictwitter
[17] blackafinstem
[16] amplifyblackstem

Top Hashtags in Tweet in G3:
[163] blackinthemud
[18] blackingeoscienceweek
[7] blackintheivory
[3] blackingeoscience
[2] blackinx
[1] bigweek
[1] notimeforsilence
[1] jessicakrug
[1] bpioc
[1] conservation

Top Hashtags in Tweet in G4:
[1] blackinneuro
[1] blackintheivory
[1] blackinengineering
[1] blackinrobotics

Top Hashtags in Tweet in G5:
[107] blackintheivory
[2] biti
[2] covid19
[1] antiblackracismcourse
[1] blackinneuro
[1] blackinthemud
[1] womeninstem
[1] blackinstem
[1] stem
[1] academictwitter

Top Hashtags in Tweet in G6:
[39] blackintheivory
[6] shakerace
[6] raceb4race
[6] academictwitter
[4] medievaltwitter
[3] bamewa
[3] academicchatter
[1] blacklivesmatter
[1] blackinx
[1] blackandstem

Top Hashtags in Tweet in G7:
[4] blackintheivory
[2] blackandstem
[2] shutdownstem
[2] blackingeoscienceweek
[2] blackinthemud
[1] academia
[1] blackinnature
[1] amplifyblackstem
[1] vanguardstem
[1] strike4blacklives

Top Hashtags in Tweet in G8:
[66] blackintheivory
[55] blacademics
[54] aboriginalacademics
[2] academictwitter
[1] auspol
[1] educationwithcovid
[1] education_minister
[1] educationpolicy2020
[1] academicchatter
[1] blackfullatwitter

Top Hashtags in Tweet in G9:
[7] blackintheivory
[3] mobility
[3] covid_19
[2] blacklivesmatter
[1] academictwitter

Top Hashtags in Tweet in G10:
[90] blackintheivory
[10] academictwitter
[10] blacklivesmatter
[7] academicchatter
[4] medtwitter
[4] covid19
[4] blacklivesmattters
[3] blackinstem
[3] blm
[3] academia

Top Words
Top Words in Tweet in Entire Graph:
[1059] #blackintheivory
[917] black
[281] women
[254] scientists
[252] using
[241] scholars
[231] experiences
[229] bipoc
[223] field
[222] faculty

Top Words in Tweet in G1:
[156] #blackingeoscienceweek
[147] aaberhe
[107] drocean24
[100] marine
[97] someone
[97] hi
[97] dr
[97] jeanette
[97] davis
[97] microbiologist

Top Words in Tweet in G2:
[119] #blackintheivory
[86] black
[61] women
[40] phd
[35] blkinengineerng
[34] being
[34] good
[32] #blackandstem
[32] white
[30] #blackinengineering

Top Words in Tweet in G3:
[170] blkingeoscience
[169] black
[164] scientists
[163] using
[163] #blackinthemud
[163] highlight
[163] experiences
[163] field
[163] similar
[162] #blackintheivo

Top Words in Tweet in G4:
[128] hello
[128] reaching
[128] bipoc
[128] early
[128] career
[128] scholars
[128] postdoc
[128] faculty
[128] transition
[128] program

Top Words in Tweet in G5:
[107] #blackintheivory
[59] drshardedavis
[50] students
[42] support
[40] black
[36] reminder
[35] grad
[34] don
[28] narrative
[28] smileitsjoy

Top Words in Tweet in G6:
[104] isasaxonists
[67] academia
[60] scholars
[44] wyte
[40] look
[39] #blackintheivory
[38] part
[32] bipoc
[29] social
[29] media

Top Words in Tweet in G7:
[6] black
[4] #blackintheivory
[3] open
[3] letter
[3] science
[3] colleagues
[3] mentors
[3] friends
[3] sadness
[3] anger

Top Words in Tweet in G8:
[85] indigenousx
[66] #blackintheivory
[56] people
[55] list
[55] #blacademics
[54] going
[54] make
[54] follow
[54] twitter
[54] #aboriginalacademics

Top Words in Tweet in G9:
[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 G10:
[90] #blackintheivory
[24] black
[10] #academictwitter
[10] #blacklivesmatter
[9] racism
[8] white
[7] work
[7] space
[7] need
[7] #academicchatter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[245] black,scientists
[213] experiences,black
[210] using,#blackinthemud
[210] #blackinthemud,highlight
[210] highlight,experiences
[210] scientists,field
[210] field,similar
[208] similar,#blackintheivo
[186] blkingeoscience,using
[172] black,women

Top Word Pairs in Tweet in G1:
[97] someone,#blackingeoscienceweek
[97] #blackingeoscienceweek,hi
[97] hi,dr
[97] dr,jeanette
[97] jeanette,davis
[97] davis,marine
[97] marine,microbiologist
[97] microbiologist,ocean
[97] ocean,policy
[97] policy,advisor

Top Word Pairs in Tweet in G2:
[36] black,women
[22] dossier,tenure
[22] tenure,submitted
[22] submitted,17
[22] 17,pubs
[22] pubs,good
[22] good,teach
[22] teach,evals
[22] evals,million
[22] million,funding

Top Word Pairs in Tweet in G3:
[164] black,scientists
[163] using,#blackinthemud
[163] #blackinthemud,highlight
[163] highlight,experiences
[163] experiences,black
[163] scientists,field
[163] field,similar
[162] similar,#blackintheivo
[159] blkingeoscience,using
[8] drocean24,someone

Top Word Pairs in Tweet in G4:
[128] hello,reaching
[128] reaching,bipoc
[128] bipoc,early
[128] early,career
[128] career,scholars
[128] scholars,postdoc
[128] postdoc,faculty
[128] faculty,transition
[128] transition,program
[128] program,umnews

Top Word Pairs in Tweet in G5:
[25] grad,students
[25] blk,students
[25] students,demanded
[25] demanded,course
[25] course,july
[25] july,provost
[25] provost,asked
[25] asked,colleagues
[25] colleagues,pull
[25] pull,miracle

Top Word Pairs in Tweet in G6:
[39] 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:
[3] open,letter
[3] letter,science
[3] science,colleagues
[3] colleagues,mentors
[3] mentors,friends
[3] friends,sadness
[3] sadness,anger
[3] anger,frustration
[3] frustration,felt
[3] felt,towards

Top Word Pairs in Tweet in G8:
[60] indigenousx,#blackintheivory
[54] #blackintheivory,going
[54] going,make
[54] make,list
[54] list,people
[54] people,follow
[54] follow,twitter
[54] twitter,#aboriginalacademics
[54] #aboriginalacademics,#blacademics
[53] #blacademics,#postgraduat

Top Word Pairs in Tweet in G9:
[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 G10:
[5] #blacklivesmatter,#blackintheivory
[4] #blackintheivory,#blacklivesmatter
[4] #blackintheivory,#covid19
[4] #covid19,#blacklivesmattters
[3] being,#blackintheivory
[3] #blackinstem,#blackintheivory
[3] #blackintheivory,#diversityinmedicine
[3] #diversityinmedicine,#racisminmedicine
[3] #racisminmedicine,#racism
[3] #racism,#blackinmedicine

Top Replied-To
Top Replied-To in Entire Graph:
@warnerlthomas
@uri_nursing
@propublica
@stutzman_alexis
@annaboconnell
@openacademics
@shreyatrivedimd
@chrismartin76
@scottvedwards1
@technicallyali1

Top Replied-To in G1:
@needhibhalla

Top Replied-To in G2:
@openacademics
@susannalharris
@phd_balance
@blkwomenradical
@annaboconnell
@nsbe
@vvchambers
@what2dowiththat
@mycolosam
@starstrickensf

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

Top Replied-To in G7:
@responsibleunis
@blkingeoscience

Top Mentioned
Top Mentioned in Entire Graph:
@blkingeoscience
@aaberhe
@umnews
@nicolagrissom
@drocean24
@isasaxonists
@indigenousx
@drbrittanij
@oletaknowsstuff
@drshardedavis

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

Top Mentioned in G2:
@blkinengineerng
@itsafronomics
@ayeshaboyce
@drcaberry
@regan_felice
@ucberkeley
@davidrfeinberg
@thesocscientist
@ucla
@academicchatter

Top Mentioned in G3:
@blkingeoscience
@drocean24
@thepalass
@aaberhe
@catislandkita
@curly_scientist
@itsafronomics
@salitaseibert
@blackintheivory
@lisatoafault

Top Mentioned in G4:
@umnews
@nicolagrissom
@oletaknowsstuff
@drcaberry

Top Mentioned in G5:
@drshardedavis
@sunnydaejones
@smileitsjoy
@_nessiethegreat
@lancekbennett
@kunda_kentay
@jordannmarief
@osclg
@myalroberson
@nyssabulous

Top Mentioned in G6:
@isasaxonists
@samiranadkarni
@dryazo
@drmonicacox
@ladders4action
@academicchatter

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

Top Mentioned in G8:
@indigenousx
@jacyntakrakouer

Top Mentioned in G9:
@fromagehomme
@africademocracy
@rdanzigeriom
@iom_gmdac

Top Mentioned in G10:
@tysyama

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@gojira007x
@femtech_
@b1e56df9ce6549f
@sallyrmelb
@jjj5819
@fight4freedom72
@yathinkn
@blackphysicists
@wise_diva

Top Tweeters in G1:
@b1e56df9ce6549f
@jjj5819
@pushandpulljlm
@avildsen
@whysharksmatter
@jchrispires
@jandroid
@bosphiz
@volxfahradler
@epidatageek

Top Tweeters in G2:
@llama_strudel
@conjja
@academicchatter
@tiredinor4now
@herhandsmyhands
@thetattooedprof
@nyashajunior
@drrubidium
@antheabutler
@sandra_phoma

Top Tweeters in G3:
@blackphysicists
@wise_diva
@ricardoharvin
@realscientists
@bg_grace
@margymaclibrary
@drpetra
@xrisfg
@datgheechigul
@chabis_ch

Top Tweeters in G4:
@doc_becca
@bensaunders
@ldrogosphd
@drjkhokhar
@jaredwyoung
@csaviochan
@nanopharmnc
@hao_and_y
@drglitterbear
@jdavidjentsch

Top Tweeters in G5:
@cindygallop
@joyannreid
@everevolving_e
@smileitsjoy
@lesliemac
@jewelbarnettphd
@quintifiable
@sunnydaejones
@twotone
@prologuepast

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

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

Top Tweeters in G8:
@sallyrmelb
@yathinkn
@4evrstardancer
@firemonkey991
@indigenousx
@greenspace01
@dameladeedah
@popcoin3
@mnxmoosi
@anitaheiss

Top Tweeters in G9:
@roselover24
@nicolawatson13
@enobong
@zittokabwe
@wizbish
@capt_scarlett
@peterhbegley
@laurenmaeve
@kubatana
@angelaquintal

Top Tweeters in G10:
@sonortori_us
@drbhotchkins
@ifkanoolow
@nancytaughtyou
@una
@grumpykelson
@sugarhilljay
@mdionnethompson
@moeshamarx
@kobesbaiden