#BlackInTheIvory, Twitter, 2/27/2021 9:26:28 AM, 249686


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#BlackInTheIvory_2021-02-27_00-37-26.xlsx
#BlackInTheIvory_2021-02-27_00-37-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 27, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3q0nm8w
@blackintheivory
@drshardedavis
@braincures
@professorisin
@newyorker
@drashamorrow
@yorkuniversity
@do_kinder
@nathan_andrews1
@divadocsbos

Top hashtags:
#blackintheivory
#bhm
#blackhistorymonth
#blackinstem

Description:
Description
The graph represents a network of 1,698 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 Saturday, 27 February 2021 at 08:38 UTC.

The requested start date was Saturday, 27 February 2021 at 01:01 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, 15-hour, 41-minute period from Thursday, 28 January 2021 at 01:12 UTC to Friday, 26 February 2021 at 16:54 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 : 1698
Unique Edges : 1339
Edges With Duplicates : 3448
Total Edges : 4787
Number of Edge Types : 5
Retweet : 1457
MentionsInRetweet : 2412
Mentions : 697
Replies to : 38
Tweet : 183
Self-Loops : 199
Reciprocated Vertex Pair Ratio : 0.0338660578386606
Reciprocated Edge Ratio : 0.0655134339344866
Connected Components : 90
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 1446
Maximum Edges in a Connected Component : 4453
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.59411
Graph Density : 0.000942909714572866
Modularity : 0.49582
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,698 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 Saturday, 27 February 2021 at 08:38 UTC.

The requested start date was Saturday, 27 February 2021 at 01:01 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, 15-hour, 41-minute period from Thursday, 28 January 2021 at 01:12 UTC to Friday, 26 February 2021 at 16:54 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:
[32] https://blackintheivory.net/
[20] https://www.nature.com/naturecareers/job/faculty-positions-available-cluster-hire-on-impact-of-race-in-stem-stanford-university-735474
[11] https://www.newyorker.com/news/the-political-scene/how-black-lives-matter-came-to-the-academy
[9] https://theprofessorisin.com/2021/02/07/jessica-krug-critique/
[8] https://www.nature.com/articles/s41562-021-01058-z.epdf?sharing_token=pfcyQ6b88fDd7kVxG08tudRgN0jAjWel9jnR3ZoTv0NWknJHetDOPQXDo2N0CzLo5NttyguMtQw2DA7TZoa5_o5ZaR_PCH0NBli4tXVvu6OC-mc956AbzW7JoVJk2M3KXzPbKgggS4xSSo79VbBnmOe8_nH73jb4HbIhjIO1Shw%3D
[8] https://twitter.com/CrimFerret/status/1357011880527691779
[7] https://www.higheredjobs.com/faculty/details.cfm?JobCode=177386731
[6] https://apply.interfolio.com/83279
[5] https://twitter.com/_nessiethegreat/status/1304266052549910531
[5] https://www.nm.org/doctors/1356732556/quentin-riggins-youmans-md

Top URLs in Tweet in G1:
[19] https://www.nature.com/naturecareers/job/faculty-positions-available-cluster-hire-on-impact-of-race-in-stem-stanford-university-735474
[7] https://www.higheredjobs.com/faculty/details.cfm?JobCode=177386731
[5] https://apply.interfolio.com/83279
[4] https://www.sfn.org/initiatives/diversity-initiatives/neuroscience-scholars-program
[4] https://careers.purdue.edu/job/West-Lafayette-Professor-Assistant-IN-47906/707335500/?locale=en_US
[2] https://blackcomputeher.org/citeher-bibliography/
[1] https://twitter.com/nicolersparks/status/1359947140483608577
[1] https://twitter.com/faseborg/status/1363887790472261634
[1] https://twitter.com/ecogiroux/status/1364240793708486664
[1] https://twitter.com/curly_scientist/status/1364607204251164675

Top URLs in Tweet in G2:
[15] https://blackintheivory.net/
[5] https://twitter.com/_nessiethegreat/status/1304266052549910531
[3] https://uncpressblog.com/2021/02/23/blackintheivory/
[2] https://www.shinetheory.com/
[2] https://docs.google.com/forms/d/e/1FAIpQLSc-mktX_bZlAxRd3fZ7lKA115ufNsUc1ouFwh67x3gJC3Nj4w/viewform?usp=send_form
[2] https://hopin.com/events/beyond-academia-conference-2021
[2] https://thewalrus.ca/black-in-the-ivory-tower/
[2] https://library.sonoma.edu
[2] https://twitter.com/adboyntonii/status/1356705445067522052
[2] https://twitter.com/DrShardeDavis/status/1356348643414925313

Top URLs in Tweet in G3:
[1] https://www.queensu.ca/geographyandplanning/people/faculty/grace-adeniyi-ogunyankin
[1] https://www.linkedin.com/in/andy-knight-3b650b9/?originalSubdomain=ca
[1] https://www2.unbc.ca/people/opio-dr-christopher
[1] https://www2.unbc.ca/people/usman-dr-lantana
[1] https://www.queensu.ca/politics/people/faculty/yolande-bouka
[1] https://profiles.laps.yorku.ca/profiles/bawa/
[1] https://apps.ualberta.ca/directory/person/oriola
[1] https://www.ufv.ca/politicalscience/faculty-and-staff/akuffo-edward.htm
[1] https://profiles.laps.yorku.ca/profiles/msesay19/
[1] https://oceans.ubc.ca/rashid-sumaila/

Top URLs in Tweet in G4:
[15] https://blackintheivory.net/
[5] https://www.nm.org/doctors/1356732556/quentin-riggins-youmans-md
[4] https://www.cohortsistas.com/podcast
[3] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DA9Xg9nz2cE0&q=EgS4SO-bGPy2pYEGIhkA8aeDS0W7fpI1jKnxxFHOuG0UqpS4dMmcMgFy
[3] https://www.chronicle.com/newsletter/race-on-campus/2021-02-23
[2] https://twitter.com/aakc_naspa/status/1359006840663601153
[2] https://gallery.mailchimp.com/aa8855901c7638c2bd5c4fdfb/files/acfb42dc-b94a-4d3a-884b-906701ff0a1d/Frederick_Smith_dissertation.pdf
[2] https://briyanaclarel.medium.com/stayvolatile-that-one-time-i-a-black-queer-grad-student-got-investigated-for-racism-b851bf13da7f
[1] https://library.sonoma.edu
[1] https://www.nature.com/naturecareers/job/faculty-positions-available-cluster-hire-on-impact-of-race-in-stem-stanford-university-735474

Top URLs in Tweet in G5:
[7] https://www.newyorker.com/news/the-political-scene/how-black-lives-matter-came-to-the-academy
[5] https://www.newyorker.com/news/the-political-scene/how-black-lives-matter-came-to-the-academy?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=the-new-yorker&utm_social-type=earned
[1] http://trib.al/omp0iUy
[1] http://trib.al/GIgB6jZ
[1] http://trib.al/FrUxaSC
[1] https://twitter.com/kristalzook/status/1355511699323891715
[1] https://twitter.com/KristalZook/status/1355511699323891715

Top URLs in Tweet in G6:
[9] https://theprofessorisin.com/2021/02/07/jessica-krug-critique/
[3] https://theprofessorisin.com/podcast/imposter-syndrome-black-women-academia/
[2] http://theprofessorisin.com/2020/06/29/institutional-weapons-of-whiteness-blm-guest-post/
[2] https://twitter.com/PrincetonUPress/status/1359884997121957893
[1] https://www.chronicle.com/article/cornel-west-my-ridiculous-situation-at-harvard?utm_source=Iterable&utm_medium=email&utm_campaign=campaign_2028329_nl_Academe-Today_date_20210223&cid=at&source=ams&sourceId=2153148&cid2=gen_login_refresh
[1] https://theprofessorisin.com/2020/07/15/black-in-the-ivory-blm/
[1] https://theprofessorisin.com/2020/08/21/mfa-racism-blm/
[1] https://theprofessorisin.com/2020/06/12/what-can-you-do-being-black-and-tired-in-academia-blm-guest-post/
[1] http://theprofessorisin.com/2020/07/16/institutions-protect-racists-blm/
[1] http://theprofessorisin.com/2020/06/23/objective-is-not-anti-racist-blm/

Top URLs in Tweet in G7:
[1] https://twitter.com/usnehal/status/1265425020551077888
[1] https://twitter.com/hakeemjefferson/status/1269774781118681088?s=21
[1] https://twitter.com/hakeemjefferson/status/1269774781118681088
[1] https://twitter.com/woodruffsidney/status/1269763356262412289?s=21
[1] https://twitter.com/WoodruffSidney/status/1269763356262412289
[1] https://twitter.com/ardem_c/status/1269796145594880002?s=21
[1] https://twitter.com/ChaseTMAnderson/status/1269796145594880002
[1] https://twitter.com/ibjiyongi/status/1269802869131182082?s=21
[1] https://twitter.com/IBJIYONGI/status/1269802869131182082
[1] https://twitter.com/derenicbyrd/status/1352559036915310594

Top URLs in Tweet in G8:
[1] https://twitter.com/DisInHigherEd/status/1357724838232686596
[1] https://blackintheivory.net/
[1] https://twitter.com/DisInHigherEd/status/1363843956224704516
[1] https://twitter.com/alwaystheself/status/1365114123873382400
[1] https://twitter.com/rebekah_roll/status/1360249917256704003
[1] https://twitter.com/EdinUniMedicine/status/1356652310714347525
[1] https://library.sonoma.edu
[1] https://www.newyorker.com/news/the-political-scene/how-black-lives-matter-came-to-the-academy

Top URLs in Tweet in G9:
[1] https://twitter.com/empower2teach/status/1363881865678045184
[1] https://twitter.com/profchrismjones/status/1361456765729189888
[1] https://diverseeducation.com/article/206175/#.YDXNUHLrrWA.twitter
[1] https://diverseeducation.com/article/81383/#.YC81HidPFcM.twitter
[1] https://diverseeducation.com/article/199859/
[1] https://www.insidehighered.com/advice/2020/06/19/administrators-who-say-they-support-diversity-and-inclusion-arent-reaching-out
[1] https://teachingincolor.libsyn.com/the-hidden-truths-of-teaching-in-color-part-three
[1] https://teachingincolor.libsyn.com/mistakes-universities-make-when-trying-to-retain-black-faculty-part-one
[1] https://anthrosource.onlinelibrary.wiley.com/doi/epdf/10.1002/fea2.12030?cookieSet=1
[1] https://twitter.com/thePhDandMe/status/1354490049048440832

Top URLs in Tweet in G10:
[1] https://twitter.com/BlackinMarSci/status/1359156629703434247
[1] https://twitter.com/moveboldly/status/1357742036464635905

Top Domains
Top Domains in Tweet in Entire Graph:
[118] twitter.com
[34] nature.com
[32] blackintheivory.net
[22] theprofessorisin.com
[17] newyorker.com
[10] google.com
[8] nm.org
[7] yorku.ca
[7] medium.com
[7] interfolio.com

Top Domains in Tweet in G1:
[20] nature.com
[7] twitter.com
[7] higheredjobs.com
[6] interfolio.com
[5] purdue.edu
[4] sfn.org
[3] theguardian.com
[2] co.uk
[2] blackcomputeher.org
[1] google.com

Top Domains in Tweet in G2:
[24] twitter.com
[15] blackintheivory.net
[5] google.com
[3] uncpressblog.com
[3] sonoma.edu
[2] shinetheory.com
[2] hopin.com
[2] thewalrus.ca
[1] bostonglobe.com
[1] researchgate.net

Top Domains in Tweet in G3:
[7] yorku.ca
[5] queensu.ca
[2] unbc.ca
[2] ubc.ca
[2] utoronto.ca
[1] linkedin.com
[1] ualberta.ca
[1] ufv.ca
[1] nadegecompaore.com
[1] uottawa.ca

Top Domains in Tweet in G4:
[15] blackintheivory.net
[12] twitter.com
[8] nm.org
[5] cohortsistas.com
[3] google.com
[3] chronicle.com
[2] nature.com
[2] mailchimp.com
[2] medium.com
[1] sonoma.edu

Top Domains in Tweet in G5:
[12] newyorker.com
[3] trib.al
[2] twitter.com

Top Domains in Tweet in G6:
[22] theprofessorisin.com
[2] twitter.com
[1] chronicle.com
[1] nature.com
[1] insidehighered.com

Top Domains in Tweet in G7:
[16] twitter.com
[1] linkedin.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] blackintheivory.net
[1] sonoma.edu
[1] newyorker.com

Top Domains in Tweet in G9:
[3] twitter.com
[3] diverseeducation.com
[2] libsyn.com
[1] insidehighered.com
[1] wiley.com
[1] youtube.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[736] blackintheivory
[121] bhm
[116] blackhistorymonth
[64] blackinstem
[54] academictwitter
[51] dnrtulane
[41] stem
[39] blacklivesmatter
[39] speakyourtruth
[39] blackinscipolweek



Top Hashtags in Tweet in G1:
[56] blackintheivory
[33] stem
[28] blackinstem
[16] faculty
[11] womeninstem
[10] academicchatter
[9] professor
[8] academictwitter
[8] phd
[8] academicjobs

Top Hashtags in Tweet in G2:
[150] blackintheivory
[29] prprofs
[14] blackhistorymonth
[8] pr
[6] reimaginingsocialinstitutions
[5] bhm
[3] bhm2021
[2] smprofs
[2] phd
[2] phdlife

Top Hashtags in Tweet in G3:
[97] bhm
[41] blackintheivory
[35] blackhistorymonth
[12] blacklivesmatter
[1] academia
[1] covid19
[1] academictwitter
[1] nativetwitter

Top Hashtags in Tweet in G4:
[111] blackintheivory
[18] bhm
[15] blackhistorymonth
[9] dei
[8] academictwitter
[8] phdchat
[6] blackinstem
[5] highered
[5] dnrtulane
[4] futurefaculty

Top Hashtags in Tweet in G5:
[55] blackintheivory
[14] colleges
[14] universities
[1] blackhistorymonth
[1] longreads
[1] xforxylom
[1] blm

Top Hashtags in Tweet in G6:
[36] blackintheivory
[16] academictwitter
[16] blm
[3] citeblackwomen
[2] impostersyndrome
[2] scholarsunday
[2] blackinstem
[2] nativetwitter
[1] academicchatter
[1] timetax

Top Hashtags in Tweet in G7:
[17] blackintheivory
[12] drdennar
[5] blackexcellence
[5] medtwitter
[2] research
[2] academictwitter
[2] meded
[2] tweetography
[2] dnrtulane
[1] systemicracism

Top Hashtags in Tweet in G8:
[33] blackintheivory
[17] highered
[10] blackademics
[3] academictwitter
[2] blackinstem
[2] jadeconversations
[1] disabilitytwitter
[1] phdisabled
[1] academicableism
[1] chronicallyacademic

Top Hashtags in Tweet in G9:
[16] blackintheivory
[5] academictwitter
[3] academicchatter
[2] careerdevelopment
[1] blackprofessionals
[1] justsaying
[1] phdlife
[1] phdvoice
[1] blackstudies
[1] tenuredrwest

Top Hashtags in Tweet in G10:
[34] blackinscipolweek
[34] scipol
[5] ocean
[5] justice
[5] science
[4] blackintheivory
[3] scienceisback
[2] blackhistorymonth
[2] blackinmarinescience
[1] scienceisforeveryone

Top Words
Top Words in Tweet in Entire Graph:
[735] #blackintheivory
[508] black
[210] dr
[166] many
[135] day
[131] profile
[131] racism
[121] #bhm
[120] nathan_andrews1
[117] prof

Top Words in Tweet in G1:
[56] #blackintheivory
[33] #stem
[28] #blackinstem
[27] stanford
[26] academicequity
[23] apply
[21] ukri_ceo
[20] position
[20] job
[19] braincures

Top Words in Tweet in G2:
[150] #blackintheivory
[93] drshardedavis
[72] black
[36] created
[35] aejmc_prd
[29] #prprofs
[28] davis
[28] _nessiethegreat
[25] one
[22] dr

Top Words in Tweet in G3:
[114] profile
[111] day
[109] dr
[103] nathan_andrews1
[97] #bhm
[85] prof
[79] yorkuniversity
[76] black
[65] folks
[62] postdoctoral

Top Words in Tweet in G4:
[111] #blackintheivory
[62] black
[45] dr
[29] racism
[28] nmintlhealth
[28] meet
[22] first
[22] blackintheivory
[21] assistant
[19] pringlmillermd

Top Words in Tweet in G5:
[80] newyorker
[54] #blackintheivory
[39] hashtag
[38] students
[38] faculty
[37] using
[37] nationwide
[37] expressed
[37] unwillingness
[37] continue

Top Words in Tweet in G6:
[83] professorisin
[73] scholars
[72] blog
[63] looking
[61] pay
[61] 150
[61] bipoc
[60] know
[60] always
[60] columns

Top Words in Tweet in G7:
[56] dennar
[55] black
[37] academia
[36] stories
[35] think
[35] doctors
[35] whose
[35] haven
[35] come
[35] light

Top Words in Tweet in G8:
[33] racism
[33] #blackintheivory
[33] black
[21] help
[21] connect
[21] students
[20] please
[20] graduate
[20] postdocs
[20] early

Top Words in Tweet in G9:
[26] brilliant
[22] black
[21] amazing
[18] update
[18] finally
[18] settled
[18] office
[18] colleagues
[18] wait
[18] start

Top Words in Tweet in G10:
[34] excited
[34] #blackinscipolweek
[34] starting
[34] monday
[34] join
[34] learn
[34] network
[34] advocate
[34] #scipol
[33] blackinscipol

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[126] profile,dr
[112] #bhm,profile
[100] nathan_andrews1,day
[65] pay,150
[64] know,pay
[64] 150,blog
[64] blog,always
[64] always,looking
[64] looking,columns
[64] columns,bipoc

Top Word Pairs in Tweet in G1:
[20] #blackinstem,#blackintheivory
[19] job,openings
[19] openings,stanford
[19] stanford,race
[19] race,#stem
[19] #stem,#blackinstem
[19] #blackintheivory,4sweb
[19] 4sweb,sochisttech
[18] gabriellehecht,job
[18] sochisttech,#in

Top Word Pairs in Tweet in G2:
[25] drshardedavis,#blackintheivory
[22] #blackintheivory,#prprofs
[17] submit,call
[16] call,idea
[16] idea,created
[16] created,collaboration
[16] collaboration,smileitsjoy
[16] smileitsjoy,pushed
[15] sunnydaejones,submit
[15] pushed,#b

Top Word Pairs in Tweet in G3:
[109] profile,dr
[95] #bhm,profile
[83] nathan_andrews1,day
[60] announced,yorkuniversity
[60] yorkuniversity,postdoctoral
[60] postdoctoral,fellowship
[60] fellowship,black
[60] black,indigenous
[60] indigenous,folks
[60] folks,deadline

Top Word Pairs in Tweet in G4:
[28] #blackintheivory,meet
[25] nmintlhealth,#blackintheivory
[15] nathan_andrews1,day
[15] #bhm,profile
[15] profile,dr
[15] medical,education
[12] meet,lindasuleimanmd
[12] lindasuleimanmd,assistant
[12] assistant,dean
[12] dean,medical

Top Word Pairs in Tweet in G5:
[38] #blackintheivory,hashtag
[37] using,#blackintheivory
[37] hashtag,students
[37] students,faculty
[37] faculty,nationwide
[37] nationwide,expressed
[37] expressed,unwillingness
[37] unwillingness,continue
[36] newyorker,using
[35] continue,befâ

Top Word Pairs in Tweet in G6:
[61] pay,150
[60] know,pay
[60] 150,blog
[60] blog,always
[60] always,looking
[60] looking,columns
[60] columns,bipoc
[60] bipoc,scholars
[59] professorisin,know
[59] scholars,experien

Top Word Pairs in Tweet in G7:
[35] think,black
[35] black,doctors
[35] doctors,academia
[35] academia,whose
[35] whose,stories
[35] stories,haven
[35] haven,come
[35] come,light
[35] light,drs
[35] drs,dennar

Top Word Pairs in Tweet in G8:
[20] please,help
[20] help,connect
[20] connect,graduate
[20] graduate,students
[20] students,postdocs
[20] postdocs,early
[20] early,career
[20] career,professionals
[20] professionals,covid
[20] covid,19

Top Word Pairs in Tweet in G9:
[18] update,finally
[18] finally,settled
[18] settled,office
[18] office,colleagues
[18] colleagues,amazing
[18] amazing,wait
[18] wait,start
[18] start,lecturing
[18] lecturing,brilliant
[17] udemischa,update

Top Word Pairs in Tweet in G10:
[34] excited,#blackinscipolweek
[34] #blackinscipolweek,starting
[34] starting,monday
[34] monday,join
[34] join,learn
[34] learn,network
[34] network,advocate
[34] advocate,#scipol
[33] blackinscipol,excited
[33] #scipol,#blackinscâ

Top Replied-To
Top Replied-To in Entire Graph:
@braincures
@jeremyfarrar
@drshardedavis
@comprof1
@nathan_andrews1
@aejmc_prd
@lashondaeaddy
@aauw
@constanceiloh
@chemdiversity

Top Replied-To in G1:
@braincures
@jeremyfarrar
@do_kinder
@franknorman
@dorothydalton
@lifeatpurdue
@academicchatter

Top Replied-To in G2:
@drshardedavis
@aauw
@aejmc_prd
@lashondaeaddy
@blackinbioanth

Top Replied-To in G3:
@nathan_andrews1

Top Replied-To in G4:
@chemdiversity
@prof_katz
@tamorahlewismd
@kareem_carr
@equitydocs
@adammgrant

Top Replied-To in G6:
@comprof1

Top Replied-To in G7:
@heychey

Top Replied-To in G8:
@gemnetworkuon

Top Replied-To in G9:
@nmgasparini

Top Mentioned
Top Mentioned in Entire Graph:
@nathan_andrews1
@drshardedavis
@professorisin
@yorkuniversity
@newyorker
@savewildbees
@pedsmd2b
@blackintheivory
@drashamorrow
@drdennar

Top Mentioned in G1:
@stanford
@academicequity
@ukri_ceo
@4sweb
@sochisttech
@gabriellehecht
@braincures
@michelle_cruk
@evidencebase_im
@thepeopleshubuk

Top Mentioned in G2:
@drshardedavis
@aejmc_prd
@_nessiethegreat
@smileitsjoy
@sunnydaejones
@katieplace
@the_etheropian
@briannaabaker
@professioneal
@sondessalines

Top Mentioned in G3:
@nathan_andrews1
@yorkuniversity
@savewildbees
@queensu
@malindasmith
@cbc
@daybreaknorth
@uoft
@ualberta
@tiekutom

Top Mentioned in G4:
@nmintlhealth
@blackintheivory
@nathan_andrews1
@pringlmillermd
@lindasuleimanmd
@nufeinbergmed
@eknduom
@amber_spry
@arodmdphd
@equitydocs

Top Mentioned in G5:
@newyorker
@kristalzook
@manithegarcia
@thexylom
@drshardedavis
@smileitsjoy
@monitoracism
@blackstudiesut
@fpinterrupted
@womeninhighered

Top Mentioned in G6:
@professorisin
@mariuskothor
@academicchatter
@harvard
@kelweinhold
@i_chasemoore
@janejoann
@maximillian_alv
@chronicle
@drashamorrow

Top Mentioned in G7:
@drashamorrow
@a_delermemd
@usnehal
@thetulane7
@imaebongmd
@harvardmed
@uche_blackstock
@drronnesia
@eknduom
@nmintlhealth

Top Mentioned in G8:
@longcovacademia
@theadhdacademic
@jazmynshaw1
@disinhighered
@alainamacaulay
@blackintheivory
@uninorthants
@afropuffz
@edinuniusher
@professorisin

Top Mentioned in G9:
@udemischa
@ucmerced
@thephdandme
@diverseissues
@aaberhe
@empower2teach
@ncfdd
@phdvoice
@edlinguist
@smokinscientist

Top Mentioned in G10:
@blackinscipol
@jazztronomy
@ayanaeliza
@melanatedmarsci
@drocean24
@savewildbees
@yorkuniversity

Top Tweeters
Top Tweeters in Entire Graph:
@kat4obama
@femtech_
@pas5974
@kimvie
@cblazblaz
@googleexpertuk
@blackphysicists
@marting8177
@ansisegle
@nicochan33

Top Tweeters in G1:
@femtech_
@googleexpertuk
@marting8177
@nicochan33
@drumeshprabhu
@doctorow
@academicchatter
@tristramwyatt
@carlark3
@laserhaas01

Top Tweeters in G2:
@leftinmygrasp
@lingtunechi
@jad0requi
@kalifornijay
@smileitsjoy
@katannsky2
@f_aname
@graysongoal
@hergalaxy
@onlydunke

Top Tweeters in G3:
@wunpini_fm
@cbc
@am_anatiala
@ahakramlodhi
@jhillport
@akurjata
@wandyknight1
@udadisi
@teddyandwanda
@alexhaagaard

Top Tweeters in G4:
@blackphysicists
@kdaywins
@jmkuhn99
@verrybeth
@dawnbazely
@nieceybobc
@sonicubed
@drmcar
@davidctorres2
@meganranney

Top Tweeters in G5:
@pas5974
@kimvie
@ansisegle
@amsmadwoman
@paulmick
@ae4ca
@ghostdansing
@overanalystvera
@glebbern
@iamdrwill

Top Tweeters in G6:
@womencodersbot
@thesismis
@platozkv
@notanna1
@sentantiq
@buckleyswartz
@paleonut_
@paigejiffy
@theladythinks
@lococravey

Top Tweeters in G7:
@sharon_lynch
@ruthellaowens
@adamoverberg
@usnehal
@lance_fogan
@lauradurnell
@eramos777
@labreezeiana
@jmugele
@richardaloftus1

Top Tweeters in G8:
@pearlfectchassi
@themuslimhippie
@pinky_or_brain
@glasseseater
@kemiade
@rascouet
@brianleechphd
@cephalopodophil
@moorejh
@uninorthants

Top Tweeters in G9:
@kat4obama
@bonkers_bee
@ramyeonjpg
@alufkwabenabey
@__stellaaaar
@mostlymammoths
@jenni_pro
@drsyb
@phdvoice
@joannanelsonphd

Top Tweeters in G10:
@whysharksmatter
@lcby
@itativcs
@chabis_ch
@that_astro_chic
@marx_mallow
@salexander_11
@natloceanpolicy
@dr_koala_yards
@diverseinai


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