#BlackInTheIvory, Twitter, 1/17/2021 10:44:57 AM, 245830


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#BlackInTheIvory_2021-01-17_00-15-01.xlsx
#BlackInTheIvory_2021-01-17_00-15-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 17, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3oRgURO
@braincures
@academicchatter
@professorisin
@blackandstem
@do_kinder
@diverseissues
@quatr_us
@cellcellpress
@phdgprotein86
@sharonnehayes

Top hashtags:
#blackintheivory
#blackinstem
#academictwitter
#academicchatter

Description:
Description
The graph represents a network of 768 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, 17 January 2021 at 08:16 UTC.

The requested start date was Sunday, 17 January 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 28-day, 16-hour, 14-minute period from Friday, 18 December 2020 at 01:01 UTC to Friday, 15 January 2021 at 17:16 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 : 768
Unique Edges : 694
Edges With Duplicates : 1006
Total Edges : 1700
Number of Edge Types : 5
Retweet : 446
MentionsInRetweet : 770
Tweet : 121
Mentions : 335
Replies to : 28
Self-Loops : 132
Reciprocated Vertex Pair Ratio : 0.0277502477700694
Reciprocated Edge Ratio : 0.0540019286403086
Connected Components : 91
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 496
Maximum Edges in a Connected Component : 1247
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.475117
Graph Density : 0.0017604438287701
Modularity : 0.577931
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 768 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, 17 January 2021 at 08:16 UTC.

The requested start date was Sunday, 17 January 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 28-day, 16-hour, 14-minute period from Friday, 18 December 2020 at 01:01 UTC to Friday, 15 January 2021 at 17:16 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:
[6] https://hr.myu.umn.edu/psc/hrprd/?cmd=login&errorPg=ckreq&languageCd=ENG
[6] https://login.medscape.com/login/sso/getlogin?urlCache=aHR0cHM6Ly93d3cubWVkc2NhcGUuY29tL3NsaWRlc2hvdy9ibGFjay1waHlzaWNpYW4tSW5mbHVlbmNlcnMtNjAxMzQ1MD9zcmM9c29jX3R3X3NoYXJl&ac=401
[4] https://propel.stanford.edu
[4] https://virtual.keystonesymposia.org/ks/pages/esymposia?utm_source=email&utm_medium=email-personal&utm_campaign=aware-diversity&utm_content=esymposia-11152020
[4] https://academicjobsonline.org/ajo/jobs/17683
[4] https://www.theguardian.com/technology/2020/dec/04/timnit-gebru-google-ai-fired-diversity-ethics
[4] https://www.cnn.com/2020/12/21/opinions/covid-19-vaccine-black-community-blanchard/index.html
[4] https://docs.google.com/spreadsheets/d/16QUbb7ixlOrXGv9I1dAQlsFlrvYiAzoCwi2hCbz4xdE/edit?usp=sharing
[4] https://www.motherjones.com/anti-racism-police-protest/2020/06/blackintheivory-racism-academia-science-stem/
[3] https://education.lbl.gov/internships/

Top URLs in Tweet in G1:
[1] https://twitter.com/academicchatter/status/1269684595173326848?s=21

Top URLs in Tweet in G2:
[3] https://twitter.com/CellMentor/status/1343548065370812416
[1] http://sites.gsu.edu/tflowers/2020/12/13/cfp-book-chapters-urban-education/#.X-0pu9hKjIU

Top URLs in Tweet in G3:
[6] https://hr.myu.umn.edu/psc/hrprd/?cmd=login&errorPg=ckreq&languageCd=ENG
[4] https://academicjobsonline.org/ajo/jobs/17683
[4] https://propel.stanford.edu
[4] https://virtual.keystonesymposia.org/ks/pages/esymposia?utm_source=email&utm_medium=email-personal&utm_campaign=aware-diversity&utm_content=esymposia-11152020
[3] https://education.lbl.gov/internships/
[3] https://apply.interfolio.com/81030
[3] https://careersearch.stanford.edu/jobs/research-communities-manager-11163
[2] https://propel.stanford.edu/application-information/
[1] https://twitter.com/IDECorp/status/1349843499034701825
[1] https://twitter.com/massawis/status/1346924523392802820

Top URLs in Tweet in G4:
[5] https://login.medscape.com/login/sso/getlogin?urlCache=aHR0cHM6Ly93d3cubWVkc2NhcGUuY29tL3NsaWRlc2hvdy9ibGFjay1waHlzaWNpYW4tSW5mbHVlbmNlcnMtNjAxMzQ1MD9zcmM9c29jX3R3X3NoYXJl&ac=401
[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://www.insidehighered.com/advice/2020/12/18/increasingly-disproportionate-service-burden-female-faculty-bear-will-have#.X9y3zXBIFoc.twitter
[1] https://login.medscape.com/login/sso/getlogin?urlCache=aHR0cHM6Ly93d3cubWVkc2NhcGUuY29tL3NsaWRlc2hvdy9ibGFjay1waHlzaWNpYW4tSW5mbHVlbmNlcnMtNjAxMzQ1MD9mYmNsaWQ9SXdBUjFvUzBfMzJiLUpHcDNObWNkRTlPU21ITDBWeUxoN1l1MG9hTmNQVklncDd2SUNZNjN0QVlNWldQcw==&ac=401
[1] https://www.nytimes.com/2020/08/11/health/microaggression-medicine-doctors.html
[1] https://twitter.com/__JasminBrooks/status/1339916589811032065
[1] https://civilservice.blog.gov.uk/2019/07/08/please-dont-call-me-bame-or-bme/
[1] https://nypost.com/2020/10/17/cuny-dean-quits-after-less-than-a-year-cites-workload-and-racism/
[1] https://medium.com/@ihumbert/black-rockette-perspectives-of-a-black-female-speech-language-pathologist-in-academia-9573d6d5947d
[1] https://twitter.com/Forbes/status/1333754354776543232

Top URLs in Tweet in G5:
[2] https://education.wisc.edu/news/article-by-uw-madisons-burt-examines-influences-on-engineering-grad-students-career-paths/
[1] https://twitter.com/BlkInEngineerng/status/1344391705563377667
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dc3qzaTq9ZkU%26feature%3Dyoutu.be%26fbclid%3DIwAR2htIYDf5gSVCB4oi_tr0qiHQmGUa9bZt_FZ8hhawnab_aOTp5n6aDPBuA&q=EgS4SO-bGMbkj4AGIhkA8aeDS3ad04uTb1DyI5Cizcd9ODEoT7gZMgFy
[1] https://twitter.com/DrMonicaCox/status/1279956342686564357

Top URLs in Tweet in G6:
[4] https://www.motherjones.com/anti-racism-police-protest/2020/06/blackintheivory-racism-academia-science-stem/
[1] https://twitter.com/MotherJones/status/1340104598997098499
[1] https://twitter.com/drbrittanij/status/1340000756997500930
[1] https://link.medium.com/MhAdhDcmlcb
[1] https://twitter.com/vernon_w_cisney/status/1340493341524410370
[1] https://twitter.com/danamctigue/status/1341086678459559939
[1] https://news.mit.edu/2020/black-ivory-racism-academia-1208
[1] https://twitter.com/jjcolemanmd/status/1345178922967654400
[1] https://twitter.com/drwilliamgarner/status/1341118335346503680
[1] https://twitter.com/KYT_ThatsME/status/1347182103071510528

Top URLs in Tweet in G8:
[2] https://www.melaninmed.com/
[1] https://twitter.com/nationalmedassn/status/1348270881102028802

Top URLs in Tweet in G9:
[1] https://twitter.com/Carrie_H_S/status/1348750437155962882
[1] https://www.youtube.com/watch?v=_uXKKxbEC_c&feature=youtu.be

[1] https://twitter.com/dansnyd24/status/1340651023619284992

Top URLs in Tweet in G10:
[2] https://diverseeducation.com/article/200498/#.X_fGZ1wcBQg.twitter
[1] https://diverseeducation.com/article/200432/#.X_ex_8u-VbE.twitter
[1] https://diverseeducation.com/article/187698/#.Xzvt7bqnxVE.twitter
[1] https://diverseeducation.com/article/199474/#.X9zoFCjV6aQ.twitter
[1] https://login.medscape.com/login/sso/getlogin?urlCache=aHR0cHM6Ly93d3cubWVkc2NhcGUuY29tL3NsaWRlc2hvdy9ibGFjay1waHlzaWNpYW4tSW5mbHVlbmNlcnMtNjAxMzQ1MD9zcmM9c29jX3R3X3NoYXJl&ac=401

Top Domains
Top Domains in Tweet in Entire Graph:
[61] twitter.com
[9] stanford.edu
[9] google.com
[8] theprofessorisin.com
[7] medscape.com
[6] umn.edu
[6] diverseeducation.com
[5] motherjones.com
[4] keystonesymposia.org
[4] academicjobsonline.org

Top Domains in Tweet in G1:
[1] twitter.com

Top Domains in Tweet in G2:
[3] twitter.com
[1] gsu.edu

Top Domains in Tweet in G3:
[9] stanford.edu
[6] umn.edu
[4] academicjobsonline.org
[4] keystonesymposia.org
[3] twitter.com
[3] lbl.gov
[3] interfolio.com
[2] google.com
[1] intersectionssciencefellows.com
[1] theguardian.com

Top Domains in Tweet in G4:
[6] medscape.com
[2] nature.com
[2] twitter.com
[1] insidehighered.com
[1] nytimes.com
[1] gov.uk
[1] nypost.com
[1] medium.com
[1] ac.uk

Top Domains in Tweet in G5:
[2] twitter.com
[2] wisc.edu
[1] google.com

Top Domains in Tweet in G6:
[12] twitter.com
[4] motherjones.com
[1] medium.com
[1] mit.edu
[1] navcap.io

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

Top Domains in Tweet in G9:
[2] twitter.com
[1] youtube.com

Top Domains in Tweet in G10:
[5] diverseeducation.com
[1] medscape.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[308] blackintheivory
[57] blackinstem
[40] academictwitter
[37] academicchatter
[35] womeninstem
[32] blacklivesmatter
[25] academicjobs
[22] phdchat
[22] phd
[20] lgbtinstem



Top Hashtags in Tweet in G1:
[2] blackintheivory
[1] bameinstem
[1] shutdownstem
[1] shutdownacademia
[1] blacklivesmatter
[1] blm
[1] whitesupremacy
[1] racism
[1] blackinacademia
[1] blackinstem

Top Hashtags in Tweet in G2:
[7] blackintheivory
[5] academictwitter
[4] urbaneducation
[3] blackinstem
[1] blacktwitter
[1] blacklivesmatter
[1] sciencetwitter
[1] scicomm

Top Hashtags in Tweet in G3:
[38] blackintheivory
[30] womeninstem
[24] blackinstem
[24] academicjobs
[21] academicchatter
[18] academictwitter
[18] lgbtinstem
[17] phdchat
[17] postdoc
[16] phd

Top Hashtags in Tweet in G4:
[23] blackintheivory
[5] followall
[5] blackmeninmedicine
[4] climatejustice
[4] blackmedtwitter
[3] racism
[3] sexism
[3] blacklivesmatter
[2] blackwomeninmedicine
[2] covid19

Top Hashtags in Tweet in G5:
[14] blackintheivory
[11] blackinstem
[7] blackinmarinescience
[5] blackingeoscienceweek
[4] blackandstem
[4] blackacademics
[3] blackademics
[2] blackauthors
[2] engineeringwhileblack
[2] weriseup

Top Hashtags in Tweet in G6:
[34] blackintheivory
[5] blackinstem
[3] blacklivesmatter
[2] blackexcellence
[2] blackandstem
[2] lgbtinstem
[2] latinxinstem
[2] womeninstem
[2] blacktwitter
[2] medtwitter

Top Hashtags in Tweet in G7:
[1] chirptycircle
[1] coincme20
[1] cardiology
[1] cardioonc
[1] cvprev
[1] innovation
[1] womenincardiology
[1] blackintheivory

Top Hashtags in Tweet in G8:
[8] blackintheivory
[7] covid19
[7] covidvaccine
[3] medtwitter
[3] blackmedtwitter
[2] blackoncampus
[2] blm
[1] racisminmedicine
[1] blackafinstem
[1] blacklivesmatter

Top Hashtags in Tweet in G9:
[8] blackintheivory
[3] blackmedtwitter
[2] medtwitter
[2] blacktwitter
[2] meded
[1] blackwomeninmedicine
[1] gaymedtwitter
[1] medstudenttwitter
[1] wokedoctors
[1] antiracism

Top Hashtags in Tweet in G10:
[5] faculty
[4] blackintheivory
[2] antiracist
[2] highered
[1] antiracism
[1] workforce
[1] dei
[1] diversity
[1] garunoff
[1] followall

Top Words
Top Words in Tweet in Entire Graph:
[308] #blackintheivory
[234] black
[186] list
[118] thank
[111] help
[108] excited
[100] scientists
[93] phdgprotein86
[91] announce
[91] 1000

Top Words in Tweet in G1:
[4] proftimnoakes
[3] brenmccarthy13
[3] truthsayerodet1
[3] criminotweet
[3] reneebleau
[3] dbetteracademia
[3] suzanne_garrett
[3] braincures
[2] do_kinder
[2] rankinprof

Top Words in Tweet in G2:
[178] list
[94] thank
[91] black
[90] scientists
[90] phdgprotein86
[89] excited
[89] announce
[89] 1000
[89] commofscholars
[89] help

Top Words in Tweet in G3:
[41] academicequity
[38] #blackintheivory
[34] apply
[30] #womeninstem
[29] thesocscientist
[27] one
[26] check
[24] #blackinstem
[22] #academicjobs
[21] #academicchatter

Top Words in Tweet in G4:
[24] black
[23] #blackintheivory
[7] speak
[6] social
[6] sharonnehayes
[6] professor
[6] bf
[6] women
[5] #followall
[5] 20

Top Words in Tweet in G5:
[15] drocean24
[14] #blackintheivory
[11] #blackinstem
[9] proud
[9] black
[8] science
[8] representation
[7] #blackinmarinescience
[6] very
[6] showing

Top Words in Tweet in G6:
[34] #blackintheivory
[9] black
[6] first
[5] work
[5] call
[5] #blackinstem
[5] ƒðÿ
[4] female
[4] scientist
[4] day

Top Words in Tweet in G7:
[8] mmamas1973
[8] iamritu
[8] hvanspall
[8] docsavagetju
[8] fischman_david
[8] anastasiasmihai
[8] mirvatalasnag
[8] purviparwani
[8] dbelardomd
[7] drbrowncares

Top Words in Tweet in G8:
[26] surgeon
[17] iâ
[13] hi
[13] orthopedic
[13] friend
[13] dineemd
[13] transplant
[13] both
[13] operating
[13] today

Top Words in Tweet in G9:
[14] black
[11] medicine
[11] racism
[11] please
[11] retweet
[11] tag
[11] healthcare
[11] professional
[11] know
[11] down

Top Words in Tweet in G10:
[14] black
[13] diverseissues
[11] students
[9] prepare
[9] transition
[9] postsecondary
[9] education
[9] workforce
[9] san
[9] diego

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[93] black,scientists
[92] list,thank
[91] excited,announce
[91] announce,1000
[91] 1000,black
[91] scientists,list
[91] thank,commofscholars
[91] commofscholars,help
[91] help,assembling
[91] assembling,list

Top Word Pairs in Tweet in G1:
[3] brenmccarthy13,truthsayerodet1
[3] truthsayerodet1,proftimnoakes
[3] proftimnoakes,criminotweet
[3] criminotweet,reneebleau
[3] reneebleau,dbetteracademia
[3] dbetteracademia,suzanne_garrett
[3] suzanne_garrett,braincures
[2] do_kinder,brenmccarthy13

Top Word Pairs in Tweet in G2:
[90] black,scientists
[90] list,thank
[89] excited,announce
[89] announce,1000
[89] 1000,black
[89] scientists,list
[89] thank,commofscholars
[89] commofscholars,help
[89] help,assembling
[89] assembling,list

Top Word Pairs in Tweet in G3:
[18] #blackintheivory,#blackinstem
[18] #academicchatter,#blackintheivory
[16] #academictwitter,#academicchatter
[15] getting,excited
[15] excited,first
[15] first,intersections
[15] intersections,science
[15] science,symposium
[15] symposium,starting
[15] starting,wed

Top Word Pairs in Tweet in G4:
[5] #followall,20
[5] 20,top
[5] top,black
[5] black,physician
[5] physician,social
[5] social,media
[5] media,influencers
[5] influencers,#blackmeninmedicine
[4] sharonnehayes,#followall
[4] #blackmeninmedicine,#blackwomeninmedi

Top Word Pairs in Tweet in G5:
[6] very,proud
[6] proud,showing
[6] showing,sharing
[6] sharing,science
[6] science,stories
[6] stories,#blackinstem
[6] #blackinstem,#blackinmarinescience
[6] #blackinmarinescience,#blackintheivory
[6] another,diversity
[6] diversity,inclusion

Top Word Pairs in Tweet in G6:
[4] black,female
[4] female,scientist
[4] scientist,first
[4] first,day
[4] day,work
[4] work,colleague
[4] colleague,threatened
[4] threatened,call
[4] call,cops
[4] cops,#blackintheivory

Top Word Pairs in Tweet in G7:
[8] mmamas1973,iamritu
[8] iamritu,hvanspall
[8] hvanspall,docsavagetju
[8] docsavagetju,fischman_david
[8] fischman_david,anastasiasmihai
[8] anastasiasmihai,mirvatalasnag
[8] mirvatalasnag,purviparwani
[8] purviparwani,dbelardomd
[7] drbrowncares,mmamas1973

Top Word Pairs in Tweet in G8:
[13] orthopedic,surgeon
[13] surgeon,friend
[13] friend,dineemd
[13] dineemd,transplant
[13] transplant,surgeon
[13] surgeon,both
[13] both,operating
[13] operating,today
[12] lindasuleimanmd,hi
[11] hi,iâ

Top Word Pairs in Tweet in G9:
[11] please,retweet
[11] retweet,tag
[11] tag,black
[11] black,healthcare
[11] healthcare,professional
[11] professional,know
[11] know,down
[11] down,help
[11] help,word
[10] more,department

Top Word Pairs in Tweet in G10:
[11] black,students
[9] prepare,black
[9] students,transition
[9] transition,postsecondary
[9] postsecondary,education
[9] education,workforce
[9] workforce,san
[9] san,diego
[9] diego,state
[9] state,university

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@phdgprotein86
@commofscholars
@academicequity
@thesocscientist
@drocean24
@cellcellpress
@diverseissues
@professorisin
@armstrongflylab
@dineemd

Top Mentioned in G1:
@proftimnoakes
@truthsayerodet1
@criminotweet
@reneebleau
@dbetteracademia
@suzanne_garrett
@braincures
@do_kinder
@rankinprof

Top Mentioned in G2:
@phdgprotein86
@commofscholars
@prof_flowers
@labpallas
@cellmentor
@cellcellpress

Top Mentioned in G3:
@academicequity
@thesocscientist
@udemischa
@stanford
@umnmedschool
@portland_state
@riceuniversity
@tuftsph
@massawis
@juliecwikla

Top Mentioned in G4:
@sharonnehayes
@ucmerced
@aaberhe
@ucla
@drfna
@arctic_nilou
@chasetmanderson
@docmosho
@dromolara
@ucberkeley

Top Mentioned in G5:
@drocean24
@drmonicacox
@drcaberry
@drleroylongiii
@trinalfletcher
@shakirarhobbs
@uwmadeducation
@uw_diversity
@uwmadisonmedia
@christinastem

Top Mentioned in G7:
@iamritu
@hvanspall
@docsavagetju
@fischman_david
@anastasiasmihai
@mirvatalasnag
@purviparwani
@dbelardomd
@drbrowncares
@mmamas1973

Top Mentioned in G8:
@dineemd
@lindasuleimanmd
@kizzyphd
@drayanajordan
@ayshakhoury
@snma
@bmj_latest
@dkcchatman
@shimondcohen
@writesolution

Top Mentioned in G9:
@tjuhospital
@drbrittanij
@dansnyd24
@reneecrichlowmd
@gradydoctor
@besalzman

Top Mentioned in G10:
@diverseissues
@paulharris917
@jamalericwatson
@au_schoolofed
@sdsu
@drlukewood
@reverendwarnock
@jonossoff
@thebjd
@nyuhistory

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@chidambara09
@femtech_
@cipherequality
@eraser
@googleexpertuk
@jeannie_hartley
@indascorner
@nytimes
@time

Top Tweeters in G1:
@googleexpertuk
@hrw
@proftimnoakes
@reddit
@marikasboros
@dorothydalton
@truthsayerodet1
@arghavan_salles
@priyamvadagopal
@drjogrady

Top Tweeters in G2:
@cipherequality
@jeannie_hartley
@bibmomma3
@mchammer
@scicommbot
@acidheist
@landis_lain
@brilliantblkgrl
@kbjurgens
@biggmarv

Top Tweeters in G3:
@femtech_
@academicchatter
@bg_grace
@carolicen
@rockytech
@diversityup
@oliverwyman
@berkeleylab
@riceuniversity
@cornell

Top Tweeters in G4:
@time
@drfna
@shakespearelovr
@deepseadawn
@roguechieftan
@chasetmanderson
@learothawms
@ucberkeley
@uniofoxford
@migsrunner

Top Tweeters in G5:
@juliebhunt
@stem_nastics
@according2mj
@kagomehime369
@drcaberry
@drmonicacox
@bettinajudd
@nsf
@natloceanpolicy
@anoushnajarian

Top Tweeters in G6:
@iconohash
@lostinsocietay
@lnbel
@tweezythyme
@astrojthe3
@councilviews
@cim_holt
@nicholasetrick
@drwjv3phd
@justmerelyn

Top Tweeters in G7:
@hragy
@anastasiasmihai
@vietheartpa
@iamritu
@mmamas1973
@purviparwani
@mirvatalasnag
@hvanspall
@pooh_velagapudi
@castldalmunzie

Top Tweeters in G8:
@ubudoc
@_mkathryn
@bmj_latest
@abbywuim
@ano23390260
@dana64769765
@uche_blackstock
@drayanajordan
@blakegirardot
@rebeccamuhle

Top Tweeters in G9:
@dawnmgibson
@mededbot
@harveygmcdonald
@telehealthbot
@tjuhospital
@reneecrichlowmd
@drjessisommdmph
@fitzpatkaren
@drbrittanij
@jessicaleanice

Top Tweeters in G10:
@sophiarahming1
@1naturalzeta
@ehinesphd
@sdsu
@danbureau
@calstate
@diverseissues
@toni_molle
@jefffororange
@srebdocsch


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