#BlackInTheIvory, Twitter, 9/7/2020 7:40:32 AM, 234618


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#BlackInTheIvory_2020-09-07_00-14-25.xlsx
#BlackInTheIvory_2020-09-07_00-14-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 07, 2020
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/35aXwYL
@smileitsjoy
@academicchatter
@blackintheivory
@blackinneuro
@isasaxonists
@tiff_b_white
@manithegarcia
@femtech_
@blkinengineerng
@drkerrymitchell

Top hashtags:
#blackintheivory
#blackinstem
#academictwitter

Description:
Description
The graph represents a network of 2,637 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 Monday, 07 September 2020 at 07:16 UTC.

The requested start date was Sunday, 06 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, 22-hour, 11-minute period from Friday, 07 August 2020 at 00:02 UTC to Saturday, 05 September 2020 at 22:14 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 : 2637
Unique Edges : 1880
Edges With Duplicates : 4884
Total Edges : 6764
Number of Edge Types : 5
Retweet : 2202
MentionsInRetweet : 3271
Replies to : 99
Mentions : 719
Tweet : 473
Self-Loops : 497
Reciprocated Vertex Pair Ratio : 0.0188421627525942
Reciprocated Edge Ratio : 0.0369874028410614
Connected Components : 270
Single-Vertex Connected Components : 99
Maximum Vertices in a Connected Component : 1827
Maximum Edges in a Connected Component : 5470
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.70057
Graph Density : 0.000536747108240787
Modularity : 0.515655
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,637 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 Monday, 07 September 2020 at 07:16 UTC.

The requested start date was Sunday, 06 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, 22-hour, 11-minute period from Friday, 07 August 2020 at 00:02 UTC to Saturday, 05 September 2020 at 22:14 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:
[21] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02471-6
[13] https://twitter.com/smileitsjoy/status/1291437626420006913
[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://blackcomputeher.org/citeher-bibliography/
[6] https://www.insidehighered.com/views/2020/09/01/more-federal-research-funding-should-go-directly-grad-students-opinion
[6] https://www.asbmb.org/asbmb-today/opinions/072420/being-black-in-the-ivory-tower
[6] https://twitter.com/smileitsjoy/status/1291806949391179790
[5] https://blackinengineering.org/
[5] https://www.thexylom.com/brack-ish
[5] https://www.change.org/p/uk-universities-uk-universities-anti-racism-call-to-action?utm_source=share_petition&utm_medium=custom_url&recruited_by_id=2d7ddf90-de98-11e9-bd19-7f5dc2715cc3

Top URLs in Tweet in G1:
[12] https://twitter.com/smileitsjoy/status/1291437626420006913
[6] https://twitter.com/smileitsjoy/status/1291806949391179790
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-01741-7
[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
[2] https://twitter.com/BlackInNeuro/status/1291426551767105536
[2] https://twitter.com/DrShardeDavis/status/1269672113675231238
[2] https://link.medium.com/r0yXjbPED8
[1] https://www.wihe.com/article-details/158/-blackintheivory-documents-anti-blackness-in-the-academy/
[1] https://twitter.com/academics4bsw/status/1289953502865657857?s=21
[1] https://twitter.com/academics4bsw/status/1289953502865657857

Top URLs in Tweet in G2:
[2] https://twitter.com/EKNduom/status/1301523966046199808
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell-systems%2Ffulltext%2FS2405-4712%2820%2930243-X&rc=0
[1] https://twitter.com/Support8CRE/status/1301961072480526337
[1] https://www.medscape.com/viewarticle/936774#vp_1
[1] https://www.nytimes.com/2020/08/11/health/microaggression-medicine-doctors.html
[1] https://jobs.thermofisher.com/global/en/job/121290BR/Scientist-II-Field-Applications/?referrerToken=1ib3phc1td3kz&utm_source=twitter&utm_campaign=job-share&utm_medium=social-share
[1] https://twitter.com/choo_ek/status/1291810625161588737
[1] https://twitter.com/lashnolen/status/1293163148191637504
[1] https://twitter.com/dglaucomflecken/status/1291816382959480833
[1] https://www.youtube.com/watch?v=soGOa0onaWQ&feature=youtu.be


Top URLs in Tweet in G3:
[9] https://blackcomputeher.org/citeher-bibliography/
[5] https://blackinengineering.org/
[4] https://www.youtube.com/channel/UCm37SR135GQG9FyK8dcLGTg
[3] https://www.wihe.com/article-details/158/-blackintheivory-documents-anti-blackness-in-the-academy/
[2] https://open.spotify.com/episode/6a7hpFgDAksVc2kuz1ty0W?si=UsRBnl7dT9SRJRBjx1LEug
[2] https://open.spotify.com/episode/0XD6wWhW1VRy6tZhLqsfid?si=xR_QC6DUQReDBnxEcnptrQ
[2] https://www.youtube.com/playlist?list=PLo86imZjT6X0ReBHDHVC0H9qxSqHFVmV_

[2] https://www.youtube.com/playlist?list=PLo86imZjT6X3BlbS1KpmgoJwm1wRaSTsu

[2] https://www.youtube.com/watch?v=c3qzaTq9ZkU&feature=youtu.be

[1] https://twitter.com/BlkInEngineerng/status/1294604757022068737

Top URLs in Tweet in G4:
[5] https://www.thexylom.com/brack-ish
[1] https://www.library.gatech.edu/blm
[1] https://twitter.com/LinguaCelta/status/1292794582757978112
[1] https://twitter.com/rianna_walcott/status/1292865339978584064
[1] https://twitter.com/Tweetistorian/status/1298966789712424963
[1] https://research.uconn.edu/our-research/featured-faculty/
[1] https://twitter.com/batevodevo/status/1291492927001235456
[1] https://m.tiktok.com/v/6858682852133948677.html?_d=secCgsIARCbDRgBIAIoARI%2BCjy8UutNubRijyJmKB6RfUp4%2BGMseMP%2F%2FQwNs%2F%2F%2F668mUm6tdIqM%2F4gCWb7Uhge18WIM0T6MYe8gdxIl6HgaAA%3D%3D&language=en&preview_pb=0&sec_user_id=MS4wLjABAAAAKmy0oipVbigUdDhfMAhObbnjPLrP8jB9G1PHXNeB1mOd8ycSnR-PLJ1hi7NpkFIK&share_app_name=musically&share_item_id=6858682852133948677&share_link_id=1ced6260-4afb-4b1d-8753-86e0fb91cdc1×tamp=1596912003&u_code=dci27013m8i9f2&user_id=6832694239084823558&utm_campaign=client_share&utm_medium=android&utm_source=twitter
[1] https://twitter.com/RavynnKaMia/status/1291776285337882624

Top URLs in Tweet in G5:
[2] https://twitter.com/kareem_carr/status/1294657351627284482
[1] https://twitter.com/smileitsjoy/status/1291437626420006913
[1] https://twitter.com/sonofassata/status/1291611755425275904
[1] https://twitter.com/womensurgeons/status/1291892498365911040
[1] https://twitter.com/blackdigitalhum/status/1292054499146825730
[1] https://twitter.com/kfuentesgeorge/status/1292472704948482049
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DRRE745hthcY&q=EgS4SO-bGK-81_oFIhkA8aeDSwHSHFOhBZe8MolEY8kGJg_iBffCMgFy
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DuClJti3uTF0&q=EgS4SO-bGKK81_oFIhkA8aeDS-bUKU2MT6wyceIlKa93iNH0r8XrMgFy
[1] https://events.r20.constantcontact.com/register/eventReg?oeidk=a07eh8mo2394fed6f8e&oseq=&c=&ch
[1] https://twitter.com/ProfessorPinto/status/1286478032522289153

Top URLs in Tweet in G6:
[1] https://twitter.com/skyeakbar/status/1293157905974222849
[1] https://link.springer.com/epdf/10.1007/s13384-020-00405-9?sharing_token=yC4963PQ0oqq9bz9yAbmQ_e4RwlQNchNByi7wbcMAY7kJmO43RAJU9ivB5BSWUGef2Z2SCDKUEVkqVPVBKdHL-85yV9uLnSTtm77NmuGVF-nSeC2DWyDoRwZFoMxgVetjbogEAU29ye_3MIX3Onu-NFSyLSyLwDkysfLebyfsHI%3D
[1] https://twitter.com/amythunig/status/1291948086353203200
[1] https://twitter.com/indigenousx/status/1294440850215202817
[1] https://twitter.com/amythunig/status/1291950312731758594

Top URLs in Tweet in G7:
[6] https://www.asbmb.org/asbmb-today/opinions/072420/being-black-in-the-ivory-tower

Top URLs in Tweet in G8:
[1] https://news.berkeley.edu/berkeley_blog/the-physics-community-needs-to-include-listen-to-and-hire-black-scientists/
[1] https://twitter.com/CNN/status/1293608244259229697
[1] https://twitter.com/ikunwosu/status/1299027875723710465
[1] https://www.nytimes.com/2020/08/11/health/microaggression-medicine-doctors.html

Top URLs in Tweet in G9:
[1] http://democracyinafrica.org/decolonizing_the_academy/

Top URLs in Tweet in G10:
[1] https://twitter.com/sdpinstitute/status/1296534960032092160
[1] https://twitter.com/SDPInstitute/status/1295722120194949122
[1] https://twitter.com/SDPInstitute/status/1296530101622968320
[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 Domains
Top Domains in Tweet in Entire Graph:
[196] twitter.com
[31] nature.com
[20] youtube.com
[17] theprofessorisin.com
[11] google.com
[11] diverseeducation.com
[11] elsevierhealth.com
[10] insidehighered.com
[9] blackcomputeher.org
[7] nytimes.com

Top Domains in Tweet in G1:
[39] twitter.com
[4] nature.com
[2] medium.com
[1] wihe.com
[1] uconn.edu
[1] facebook.com
[1] freedom-builders.us
[1] stanford.edu
[1] minoritypostdoc.org
[1] filmfreeway.com

Top Domains in Tweet in G2:
[11] twitter.com
[2] youtube.com
[1] elsevierhealth.com
[1] medscape.com
[1] nytimes.com
[1] thermofisher.com
[1] nature.com
[1] universityaffairs.ca
[1] astronoir.org
[1] medium.com

Top Domains in Tweet in G3:
[20] twitter.com
[11] youtube.com
[9] blackcomputeher.org
[6] blackinengineering.org
[4] spotify.com
[3] wihe.com
[2] google.com
[2] instagram.com
[1] youtu.be
[1] bit.ly

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

Top Domains in Tweet in G5:
[25] twitter.com
[3] google.com
[1] constantcontact.com
[1] time.com
[1] amstcollective.org
[1] aamc.org
[1] wonkhe.com
[1] submittable.com
[1] wordpress.com
[1] 100histories100worlds.org

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

Top Domains in Tweet in G7:
[6] asbmb.org

Top Domains in Tweet in G8:
[2] twitter.com
[1] berkeley.edu
[1] nytimes.com

Top Domains in Tweet in G9:
[1] democracyinafrica.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1447] blackintheivory
[108] blackinstem
[99] academictwitter
[86] academicchatter
[85] blacklivesmatter
[78] blackandstem
[68] medtwitter
[65] becauseofjoy
[56] blackmedtwitter
[53] blackinneuro



Top Hashtags in Tweet in G1:
[370] blackintheivory
[61] becauseofjoy
[16] citeasista
[11] blackinneuro
[8] blackandstem
[7] academictwitter
[7] academicchatter
[6] vanguardstem
[6] shutdownstem
[6] strike4blacklives

Top Hashtags in Tweet in G2:
[64] blackintheivory
[24] womeninstem
[20] blackmedtwitter
[18] medtwitter
[15] blackinchem
[15] blackinneuro
[10] excited
[9] blacklivesmatter
[8] blackinstem
[8] diversity

Top Hashtags in Tweet in G3:
[128] blackintheivory
[46] blackandstem
[35] blackinengineering
[26] blackinstem
[25] blackafinstem
[25] academicchatter
[22] amplifyblackstem
[21] blackengineeringfacultyspeak
[14] blackinneuro
[11] academictwitter

Top Hashtags in Tweet in G4:
[91] blackintheivory
[23] blackinstem
[17] amplifyblackvoices
[17] journalistsofcolor
[7] academictwitter
[6] shakerace
[6] raceb4race
[5] indigenousinstem
[4] medievaltwitter
[4] citeasista

Top Hashtags in Tweet in G5:
[106] blackintheivory
[11] blacklivesmatter
[8] academicchatter
[8] academictwitter
[7] medtwitter
[3] blackinchem
[3] blm
[3] diversityinmedicine
[3] racisminmedicine
[3] racism

Top Hashtags in Tweet in G6:
[10] blackintheivory
[7] academictwitter
[4] indigenous
[3] blacademia
[3] academicchatter
[2] blackfullatwitter
[1] phdchat
[1] blacademic
[1] auspol
[1] educationwithcovid

Top Hashtags in Tweet in G7:
[7] blackintheivory
[1] blackinstem
[1] beingblackatuta

Top Hashtags in Tweet in G8:
[18] blackintheivory
[11] medschool
[9] blackmedtwitter
[9] medtwitter
[8] blackgaymagic
[8] gaymedtwitter
[7] bierollcall
[2] blackinstem
[1] blackinengineering
[1] blackandstem

Top Hashtags in Tweet in G9:
[1] blackintheivory
[1] blacklivesmatter

Top Hashtags in Tweet in G10:
[16] blackintheivory
[9] sdpichat
[3] academictwitter
[2] facultydiversity
[2] blackinengineering
[1] covid
[1] justice
[1] equity
[1] leadership
[1] blackandstem

Top Words
Top Words in Tweet in Entire Graph:
[1435] #blackintheivory
[792] black
[274] smileitsjoy
[239] white
[235] academia
[229] time
[219] racism
[203] women
[197] people
[177] being

Top Words in Tweet in G1:
[369] #blackintheivory
[253] smileitsjoy
[109] black
[100] co
[78] telling
[78] narrative
[75] brilliantblkgrl
[68] considered
[62] founder
[61] #becauseofjoy

Top Words in Tweet in G2:
[64] #blackintheivory
[51] eknduom
[50] ushamcfarling
[49] thanks
[49] naharrisonmd
[49] interviewed
[49] pulitzerprizes
[49] winner
[49] medscape
[49] life

Top Words in Tweet in G3:
[127] #blackintheivory
[46] #blackandstem
[36] black
[35] blkinengineerng
[35] #blackinengineering
[34] blackintheivory
[33] good
[26] #blackinstem
[25] #blackafinstem
[25] #academicchatter

Top Words in Tweet in G4:
[104] isasaxonists
[91] #blackintheivory
[74] academia
[63] black
[57] scholars
[47] wyte
[42] something
[41] part
[36] bipoc
[34] love

Top Words in Tweet in G5:
[106] #blackintheivory
[21] black
[12] students
[11] #blacklivesmatter
[10] racism
[9] those
[9] one
[8] being
[8] work
[8] #academicchatter

Top Words in Tweet in G6:
[80] indigenous
[51] research
[37] indigenousx
[29] jacyntakrakouer
[24] amythunig
[24] removing
[24] hecs
[24] help
[24] disproportionately
[24] impact

Top Words in Tweet in G7:
[134] black
[67] underrepresented
[66] stem
[65] brown
[65] women
[65] vastly
[65] join
[65] discussion
[65] distinguished
[65] group

Top Words in Tweet in G8:
[27] know
[20] nicolejacksonmd
[18] #blackintheivory
[17] bipoc
[17] white
[17] colleague
[16] needs
[16] hear
[16] owe
[16] anything

Top Words in Tweet in G9:
[64] reading
[64] list
[62] diversify
[62] before
[62] start
[62] term
[62] determined
[62] teach
[62] white
[62] men

Top Words in Tweet in G10:
[37] excited
[25] tenure
[24] professor
[23] first
[23] day
[23] track
[23] assistant
[23] rutgerscomminfo
[23] begin
[23] journey

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[114] black,brown
[92] telling,narrative
[81] black,women
[79] reading,list
[71] co,founder
[70] black,scholars
[69] white,men
[68] black,illustrations
[67] underrepresented,stem
[66] commit,using

Top Word Pairs in Tweet in G1:
[78] telling,narrative
[60] co,founder
[47] friend,smileitsjoy
[43] black,scholars
[42] seriously,shake
[42] shake,extremely
[42] extremely,disappointed
[42] disappointed,friend
[42] smileitsjoy,black
[41] brilliantblkgrl,seriously

Top Word Pairs in Tweet in G2:
[49] thanks,naharrisonmd
[49] naharrisonmd,interviewed
[49] interviewed,ushamcfarling
[49] ushamcfarling,pulitzerprizes
[49] pulitzerprizes,winner
[49] winner,medscape
[49] medscape,life
[48] eknduom,thanks
[48] life,i'
[20] blackinchem,blackinchem

Top Word Pairs in Tweet in G3:
[21] dossier,tenure
[21] tenure,submitted
[21] submitted,17
[21] 17,pubs
[21] pubs,good
[21] good,teach
[21] teach,evals
[21] evals,million
[21] million,funding
[21] funding,advising

Top Word Pairs in Tweet in G4:
[36] wyte,scholars
[32] #blackintheivory,pouring
[32] pouring,heart
[32] heart,something
[32] something,love
[32] love,black
[32] black,brown
[32] brown,people
[32] people,trample
[31] drbritwilliams,#blackintheivory

Top Word Pairs in Tweet in G5:
[5] #blacklivesmatter,#blackintheivory
[5] #blackintheivory,#blacklivesmatter
[3] #blackintheivory,#medtwitter
[3] #academictwitter,#blackintheivory
[3] #medtwitter,#blackintheivory
[3] example,#blackintheivory
[3] #blackintheivory,#diversityinmedicine
[3] #diversityinmedicine,#racisminmedicine
[3] #racisminmedicine,#racism
[3] #racism,#blackinmedicine

Top Word Pairs in Tweet in G6:
[26] research,indigenous
[24] removing,hecs
[24] hecs,help
[24] help,disproportionately
[24] disproportionately,impact
[24] impact,indigenous
[24] indigenous,students
[24] students,university
[24] university,education
[24] education,shouldn

Top Word Pairs in Tweet in G7:
[65] black,brown
[65] brown,women
[65] women,vastly
[65] vastly,underrepresented
[65] underrepresented,stem
[65] stem,join
[65] join,discussion
[65] discussion,distinguished
[65] distinguished,group
[65] group,black

Top Word Pairs in Tweet in G8:
[17] white,colleague
[16] know,needs
[16] needs,hear
[16] hear,bipoc
[16] bipoc,owe
[16] owe,anything
[16] anything,white
[16] colleague,coworker
[16] coworker,friend
[12] don,know

Top Word Pairs in Tweet in G9:
[64] reading,list
[62] diversify,reading
[62] list,before
[62] before,start
[62] start,term
[62] term,determined
[62] determined,teach
[62] teach,white
[62] white,men
[62] men,time

Top Word Pairs in Tweet in G10:
[23] first,day
[23] day,tenure
[23] tenure,track
[23] track,assistant
[23] assistant,professor
[23] professor,rutgerscomminfo
[23] rutgerscomminfo,excited
[23] excited,begin
[23] begin,journey
[23] journey,send

Top Replied-To
Top Replied-To in Entire Graph:
@smileitsjoy
@warnerlthomas
@drroberthart
@chrismartin76
@blackinneuro
@stutzman_alexis
@annaboconnell
@scottvedwards1
@kayuntaj
@technicallyali1

Top Replied-To in G1:
@smileitsjoy
@annaboconnell
@uconnresearch
@connielabiologa
@filipehutchens
@thehenman_12
@lmt818
@kpsparks15
@hallracist
@brilliantblkgrl

Top Replied-To in G2:
@mabinssanche
@blackinneuro
@drayanajordan
@may_gun
@seis_matters
@vandeflierdt

Top Replied-To in G3:
@eugenejohnson_
@nsbe
@openacademics
@vvchambers
@what2dowiththat
@drmonicacox
@mycolosam

Top Replied-To in G4:
@drbritwilliams
@nursepatmacrn

Top Replied-To in G7:
@kayuntaj

Top Replied-To in G8:
@chasetmanderson

Top Replied-To in G10:
@stutzman_alexis
@annaboconnell

Top Mentioned
Top Mentioned in Entire Graph:
@smileitsjoy
@isasaxonists
@brilliantblkgrl
@tiff_b_white
@oletaknowsstuff
@fromagehomme
@eknduom
@ushamcfarling
@naharrisonmd
@pulitzerprizes

Top Mentioned in G1:
@smileitsjoy
@brilliantblkgrl
@drshardedavis
@blackinneuro
@ms_smarty89
@latricesales
@angeljonesphd
@blackintheivory
@carminrosado
@myalroberson

Top Mentioned in G2:
@eknduom
@ushamcfarling
@naharrisonmd
@pulitzerprizes
@medscape
@drkerrymitchell
@uwseattlebsu
@brandytiernan
@blackinchem
@choo_ek

Top Mentioned in G3:
@blkinengineerng
@blackintheivory
@drcaberry
@academicchatter
@ayeshaboyce
@blackandstem
@kfuentesgeorge
@blackafinstem
@quincykbrown
@davidrfeinberg

Top Mentioned in G4:
@isasaxonists
@drbritwilliams
@sconc
@xiaofei_lin
@smileitsjoy
@ling
@thexylom
@cmmphd
@pkdphd
@gtlibrary

Top Mentioned in G6:
@indigenousx
@jacyntakrakouer
@amythunig
@skyeakbar
@robyn_oxley
@a
@mdavisqlder
@collardleonard
@oletaknowsstuff

Top Mentioned in G7:
@oletaknowsstuff
@asbmb
@utarlington
@kayuntaj
@uta_science
@123pow

Top Mentioned in G8:
@nicolejacksonmd
@drbrittanij
@ucberkeley
@docmosho
@ucla
@chasetmanderson
@regan_felice
@faithefletcher
@eknduom
@naharrisonmd

Top Mentioned in G9:
@fromagehomme

Top Mentioned in G10:
@rutgerscomminfo
@meganthreats
@danielhighered
@kiernan_mathews
@drcroom
@lmercadolopez
@drrichreddick
@romanliera
@lorettaovueraye

Top Tweeters
Top Tweeters in Entire Graph:
@jurylady5
@lennaleprena
@kat4obama
@femtech_
@allchanges
@der_bluthund
@lizditz
@fight4freedom72
@blackphysicists
@_l17r_

Top Tweeters in G1:
@moniselseward
@_deardiaryyy
@shonatiger
@learnteachwin
@docfreeride
@saragoldrickrab
@doritmi
@_loveejom23
@sql_handle
@queenmelmendi

Top Tweeters in G2:
@femtech_
@blackphysicists
@skynews
@__stellaaaar
@begoniaarizona
@ti_enjoli
@may_gun
@realscientists
@joyannreid
@kayfey

Top Tweeters in G3:
@conjja
@academicchatter
@tiredinor4now
@shareefjackson
@nyashajunior
@heyval2
@planetdr
@drmikerobinson
@audreyrsutton
@napaaqtuk

Top Tweeters in G4:
@iteration23
@fairishgodmum
@rascality
@pkanagaratnam
@daniellegembala
@dorothyk98
@erupton
@d_overlord
@dr_anniem13
@lawless523

Top Tweeters in G5:
@sonortori_us
@kickbraintumors
@stacydvandeveer
@e__news
@ifkanoolow
@emtumilty
@nancytaughtyou
@cheycooke
@una
@grumpykelson

Top Tweeters in G6:
@jurylady5
@lennaleprena
@wgarnews
@melissasweetdr
@michaelcoll5
@indigenousx
@echidna_paw
@rowlandm
@imusing
@colleenlavelle1

Top Tweeters in G7:
@zanaines
@notlaja
@oletaknowsstuff
@asbmb
@utarlington
@unruhlysarah
@bass_analytics
@b0bapplepie
@kaylaavibes
@sofiamerajver

Top Tweeters in G8:
@itsmethehbic
@chkl8dva
@ja910_md
@klasy
@tim_h
@zappaszep
@drfna
@arnicaxross
@jenni_pro
@dwanturner

Top Tweeters in G9:
@roselover24
@nicolawatson13
@wizbish
@capt_scarlett
@laurenmaeve
@angelaquintal
@rubdirtinit
@avaspowerofone
@davidjhornsby
@ebencoishola

Top Tweeters in G10:
@iamashleyheart
@clancynewyork
@emilybell
@paula_span
@annetteraveneau
@thatjediscum
@hawaiianhoochie
@peiferlabunc
@marybethgasman
@rutgerscomminfo


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