#BlackInTheIvory, Twitter, 9/19/2020 8:42:49 AM, 235460


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#BlackInTheIvory_2020-09-19_00-35-07.xlsx
#BlackInTheIvory_2020-09-19_00-35-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2020
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/35OAasr
@blkingeoscience
@do_kinder
@fromagehomme
@eswntweets
@ashwin_baindur
@aaberhe
@hendrattaali
@drocean24
@blackinneuro
@nicolarollock

Top hashtags:
#blackintheivory
#blackinthemud
#blackingeoscienceweek
#scholarstrike

Description:
Description
The graph represents a network of 3,111 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, 19 September 2020 at 07:37 UTC.

The requested start date was Saturday, 19 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, 16-minute period from Thursday, 20 August 2020 at 00:03 UTC to Friday, 18 September 2020 at 21:20 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 : 3111
Unique Edges : 1848
Edges With Duplicates : 5712
Total Edges : 7560
Number of Edge Types : 5
Retweet : 2640
MentionsInRetweet : 3745
Mentions : 751
Replies to : 75
Tweet : 349
Self-Loops : 382
Reciprocated Vertex Pair Ratio : 0.01772030651341
Reciprocated Edge Ratio : 0.0348235294117647
Connected Components : 215
Single-Vertex Connected Components : 80
Maximum Vertices in a Connected Component : 2494
Maximum Edges in a Connected Component : 6601
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.967878
Graph Density : 0.000439266951311651
Modularity : 0.527769
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,111 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, 19 September 2020 at 07:37 UTC.

The requested start date was Saturday, 19 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, 16-minute period from Thursday, 20 August 2020 at 00:03 UTC to Friday, 18 September 2020 at 21:20 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
[13] 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] http://theprofessorisin.com/2020/06/17/5-anti-racist-practices-white-scholars-can-adopt-today-blm-guest-post/
[7] https://docs.google.com/document/d/1hHaeAYTl6N45_HIF1jKXiafe3J9oODpin9fXUTY8T14/mobilebasic
[6] https://www.insidehighered.com/views/2020/09/01/more-federal-research-funding-should-go-directly-grad-students-opinion
[5] https://blackcomputeher.org/citeher-bibliography/
[5] https://diverseeducation.com/article/188483/#.X0Z6U0Qe_Wo.twitter
[5] https://www.wihe.com/article-details/158/-blackintheivory-documents-anti-blackness-in-the-academy/
[4] https://diverseeducation.com/article/188031/#.Xz7AABZVX8o.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://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://twitter.com/nytimes/status/1304147452434542594
[1] https://twitter.com/BlkinGeoscience/status/1302904029232668677
[1] https://twitter.com/seis_matters/status/1299000448691482630

Top URLs in Tweet in G2:
[3] http://democracyinafrica.org/decolonizing_the_academy/
[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
[2] http://democracyinafrica.org/decolonizing-commentariat/
[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 G3:
[8] https://www.scholarstrike.com/
[4] 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://go.synbiobeta.com/l/408192/2020-09-17/n7w15f
[1] https://twitter.com/ukyengineering/status/1301883324248526849
[1] https://blackinengineering.org/action-item-list/
[1] https://www.youtube.com/playlist?list=PLo86imZjT6X0ReBHDHVC0H9qxSqHFVmV_


Top URLs in Tweet in G4:
[2] https://www.linkedin.com/slink?code=eakXP3d
[1] https://www.bwisnetwork.co.uk/post/long-term-changes-in-stem
[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
[1] https://www.theguardian.com/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents
[1] https://www.theguardian.com/education/2019/jul/02/black-academics-bear-brunt-of-university-work-on-race-equality

Top URLs in Tweet in G6:
[1] https://twitter.com/southbankcentre/status/1306530192668725250
[1] https://twitter.com/nicolarollock/status/1306866835825061889
[1] https://southbankcentre.co.uk/whats-on/art-exhibitions0/phenomenal-women

Top URLs in Tweet in G7:
[3] https://twitter.com/drshardedavis/status/1304258940893569027
[1] https://twitter.com/uconnprovost/status/1305576481465290754
[1] https://www.blackintheivory.com
[1] https://today.uconn.edu/2020/09/new-course-introduces-students-us-anti-black-racism/
[1] https://twitter.com/smileitsjoy/status/1304282121226399744
[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 G8:
[1] https://twitter.com/Prof_Flowers/status/1305896747672141831
[1] https://twitter.com/Tweetistorian/status/1298966789712424963

Top URLs in Tweet in G9:
[7] http://theprofessorisin.com/2020/06/17/5-anti-racist-practices-white-scholars-can-adopt-today-blm-guest-post/
[3] http://theprofessorisin.com/2020/08/21/mfa-racism-blm/
[1] http://theprofessorisin.com/2020/06/24/the-burden-of-being-the-only-one-in-the-room-blm-guest-post/
[1] https://theprofessorisin.com/2020/08/11/revolutionary-blm/
[1] https://www.insidehighered.com/news/2020/08/28/professors-plan-strike-racial-justice#.X1EaBKq5zUE.twitter
[1] http://theprofessorisin.com/2020/07/09/higher-ed-complicity-and-callousness-toward-black-death-blm-guest-post/
[1] http://theprofessorisin.com/2020/06/17/5-anti-racist-practices-for-white-scholars/
[1] http://theprofessorisin.com/2020/07/03/for-colored-folks-who-have-considered-suicide-when-cookies-and-academia-were-not-enough-blm-guest-post/
[1] http://theprofessorisin.com/2020/01/22/six-ways-to-create-sister-circles-in-academe-woc-guest-post/
[1] https://twitter.com/MillionStem/status/1292547127848165378

Top URLs in Tweet in G10:
[2] https://twitter.com/EKNduom/status/1301523966046199808
[1] https://www.medscape.com/viewarticle/936774#vp_1
[1] https://www.shorturl.at/gnqwN
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.cell.com%2Fcell-systems%2Ffulltext%2FS2405-4712%2820%2930204-0&rc=0
[1] https://twitter.com/TheLancet/status/1301794628283387904
[1] https://twitter.com/uressien/status/1301130187116077056

Top Domains
Top Domains in Tweet in Entire Graph:
[135] twitter.com
[40] nature.com
[16] theprofessorisin.com
[13] youtube.com
[13] diverseeducation.com
[11] google.com
[11] dy.si
[9] insidehighered.com
[8] scholarstrike.com
[8] democracyinafrica.org

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

Top Domains in Tweet in G2:
[6] democracyinafrica.org
[3] issafrica.org

Top Domains in Tweet in G3:
[21] twitter.com
[8] scholarstrike.com
[5] blackinengineering.org
[5] youtube.com
[5] spotify.com
[5] instagram.com
[4] blackcomputeher.org
[3] wihe.com
[2] synbiobeta.com
[1] nature.com

Top Domains in Tweet in G4:
[2] linkedin.com
[2] theguardian.com
[1] co.uk
[1] blackcomputeher.org
[1] nature.com

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

Top Domains in Tweet in G7:
[11] twitter.com
[1] blackintheivory.com
[1] uconn.edu
[1] withoutaspace.com
[1] osclg.org

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

Top Domains in Tweet in G9:
[16] theprofessorisin.com
[5] twitter.com
[2] youtube.com
[1] insidehighered.com
[1] thermofisher.com
[1] nature.com
[1] propublica.org
[1] healthaffairs.org
[1] nejm.org

Top Domains in Tweet in G10:
[4] twitter.com
[1] medscape.com
[1] shorturl.at
[1] elsevierhealth.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1036] blackintheivory
[210] blackinthemud
[195] blackingeoscienceweek
[105] scholarstrike
[84] blacklivesmatter
[72] academictwitter
[71] blackinstem
[65] academicchatter
[63] blacademics
[62] aboriginalacademics



Top Hashtags in Tweet in G1:
[186] blackinthemud
[171] blackingeoscienceweek
[31] blackingeoscience
[28] blackintheivory
[23] notimeforsilence
[7] blacklivesmatter
[4] antiraciststem
[4] blackinstem
[2] bigweek
[2] latinxinstem

Top Hashtags in Tweet in G2:
[9] blackintheivory
[3] mobility
[3] covid_19
[2] blacklivesmatter
[1] academictwitter

Top Hashtags in Tweet in G3:
[129] blackintheivory
[35] blackandstem
[31] blackinengineering
[31] blackinstem
[28] academicchatter
[22] blackinx
[16] blacklivesmatter
[15] blackafinstem
[15] scholarstrike
[15] academictwitter

Top Hashtags in Tweet in G4:
[9] blackintheivory
[4] sdg16
[3] endracism
[3] sdgs
[3] sdg8
[2] blackandstem
[2] shutdownstem
[2] universitiesuk
[2] sdg4
[2] uukresearch

Top Hashtags in Tweet in G5:
[1] blackinneuro
[1] blackintheivory
[1] blackinengineering
[1] blackinrobotics

Top Hashtags in Tweet in G6:
[5] blackintheivory
[3] blackfemaleprofs
[3] phenomenalwomen
[3] blacklivesmatter
[2] blm
[2] blackingeoscienceweek
[1] bhm
[1] blackinx
[1] blackhistorymonth

Top Hashtags in Tweet in G7:
[105] blackintheivory
[2] biti
[2] covid19
[1] antiblackracismcourse
[1] blackinthemud
[1] blackingeoscience
[1] mentorshiponlygoessofar
[1] supportblackacademics
[1] paythem
[1] blackinx

Top Hashtags in Tweet in G8:
[29] blackintheivory
[4] medievaltwitter
[1] raceb4race
[1] shakerace
[1] academictwitter
[1] blacklivesmatter

Top Hashtags in Tweet in G9:
[44] blackintheivory
[25] academictwitter
[23] womeninstem
[13] academicchatter
[9] blm
[7] phdchat
[6] tbt
[6] blackinstem
[6] womensmonth
[5] blacklivesmatter

Top Hashtags in Tweet in G10:
[18] blackintheivory
[11] covid19
[3] blackinneuro
[3] medtwitter
[2] orthotwitter
[1] aboriginalacademics
[1] blacademics
[1] blackmedtwitter
[1] blackinthemud
[1] academicchatter

Top Words
Top Words in Tweet in Entire Graph:
[1025] #blackintheivory
[907] black
[475] launch
[418] list
[342] women
[287] time
[286] fromagehomme
[259] scientists
[252] proud
[252] decolonizing

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

Top Words in Tweet in G2:
[470] launch
[325] list
[284] fromagehomme
[251] decolonizing
[235] proud
[235] commentariat
[235] contact
[235] brilliant
[233] commentat
[225] dia

Top Words in Tweet in G3:
[126] #blackintheivory
[97] black
[86] women
[47] tenure
[36] day
[35] #blackandstem
[35] blkinengineerng
[35] being
[33] professor
[31] #blackinengineering

Top Words in Tweet in G4:
[18] black
[14] stem
[9] #blackintheivory
[9] do_kinder
[9] littlelizs
[9] quantumaephraim
[9] alberttenesa
[9] lekhawonders
[9] prof_m_baumann
[9] rosenchild

Top Words in Tweet in G5:
[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 G6:
[158] black
[113] phenomenal
[113] women
[112] portraits
[112] female
[67] nicolarollock
[67] pleased
[66] time
[66] offline
[66] resurface

Top Words in Tweet in G7:
[105] #blackintheivory
[59] drshardedavis
[50] students
[43] support
[39] black
[37] grad
[37] reminder
[35] don
[28] provost
[28] narrative

Top Words in Tweet in G8:
[92] isasaxonists
[66] academia
[51] scholars
[40] look
[38] part
[34] wyte
[31] bipoc
[29] #blackintheivory
[29] social
[29] media

Top Words in Tweet in G9:
[44] #blackintheivory
[25] #academictwitter
[23] #womeninstem
[18] guest
[18] excited
[15] urge
[14] really
[13] white
[13] #academicchatter
[11] today

Top Words in Tweet in G10:
[54] eknduom
[53] ushamcfarling
[52] thanks
[52] naharrisonmd
[52] interviewed
[52] pulitzerprizes
[52] winner
[52] medscape
[52] life
[51] i'

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[245] black,scientists
[236] launch,decolonizing
[236] decolonizing,commentariat
[236] commentariat,contact
[236] contact,list
[236] list,brilliant
[225] launch,dia
[225] dia,proud
[225] proud,launch
[225] brilliant,researchers

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

Top Word Pairs in Tweet in G2:
[235] launch,decolonizing
[235] decolonizing,commentariat
[235] commentariat,contact
[235] contact,list
[235] list,brilliant
[224] launch,dia
[224] dia,proud
[224] proud,launch
[224] brilliant,researchers
[223] fromagehomme,launch

Top Word Pairs in Tweet in G3:
[59] black,women
[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

Top Word Pairs in Tweet in G4:
[9] littlelizs,quantumaephraim
[9] quantumaephraim,alberttenesa
[9] alberttenesa,lekhawonders
[9] lekhawonders,prof_m_baumann
[9] prof_m_baumann,rosenchild
[9] rosenchild,alkistispou
[9] alkistispou,giganteannalisa
[9] giganteannalisa,laviebay
[7] black,brown
[7] brown,women

Top Word Pairs in Tweet in G5:
[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 G6:
[113] phenomenal,women
[112] women,portraits
[112] black,female
[66] time,offline
[66] offline,pleased
[66] pleased,resurface
[66] resurface,exciting
[66] exciting,news
[66] news,phenomenal
[66] portraits,black

Top Word Pairs in Tweet in G7:
[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
[25] miracle,create

Top Word Pairs in Tweet in G8:
[30] wyte,scholars
[29] social,media
[29] isasaxonists,wyte
[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 G9:
[10] bit,late
[10] late,saying
[10] saying,urge
[10] urge,course
[10] course,leader
[10] leader,something
[10] something,diversity
[10] diversity,inclusion
[10] inclusion,related
[9] anti,racist

Top Word Pairs in Tweet in G10:
[52] thanks,naharrisonmd
[52] naharrisonmd,interviewed
[52] interviewed,ushamcfarling
[52] ushamcfarling,pulitzerprizes
[52] pulitzerprizes,winner
[52] winner,medscape
[52] medscape,life
[51] eknduom,thanks
[51] life,i'
[11] speak,#covid19

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

Top Replied-To in G1:
@sabahzero

Top Replied-To in G3:
@uri_nursing
@openacademics
@annaboconnell
@stutzman_alexis
@nsbe
@what2dowiththat
@mycolosam
@blkwomenradical
@susannalharris
@phd_balance

Top Replied-To in G4:
@littlelizs
@responsibleunis
@blkingeoscience
@drumeshprabhu

Top Replied-To in G6:
@icchnr

Top Replied-To in G7:
@sexipuedo
@smileitsjoy
@drayanajordan
@connielabiologa

Top Replied-To in G9:
@propublica
@warnerlthomas
@leoseoanemd
@seis_matters
@vandeflierdt

Top Mentioned
Top Mentioned in Entire Graph:
@fromagehomme
@blkingeoscience
@aaberhe
@umnews
@nicolagrissom
@drocean24
@isasaxonists
@indigenousx
@drbrittanij
@nicolarollock

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

Top Mentioned in G2:
@fromagehomme
@africademocracy
@rdanzigeriom
@iom_gmdac

Top Mentioned in G3:
@blkinengineerng
@itsafronomics
@rutgerscomminfo
@meganthreats
@ayeshaboyce
@drcaberry
@regan_felice
@sdpinstitute
@academicchatter
@thesocscientist

Top Mentioned in G4:
@do_kinder
@quantumaephraim
@alberttenesa
@lekhawonders
@prof_m_baumann
@rosenchild
@alkistispou
@giganteannalisa
@laviebay
@littlelizs

Top Mentioned in G5:
@umnews
@nicolagrissom
@drcaberry

Top Mentioned in G6:
@nicolarollock
@drcbernard
@slrc_dmu
@rcn_inclusion
@nursesequality
@blackvoices
@blkhiststudies
@bhmuk
@southbankcentre
@williamjlknight

Top Mentioned in G7:
@drshardedavis
@sunnydaejones
@smileitsjoy
@_nessiethegreat
@lancekbennett
@kunda_kentay
@jordannmarief
@uconn
@osclg
@nyssabulous

Top Mentioned in G8:
@isasaxonists
@samiranadkarni
@drcbernard
@bikomandelagray

Top Mentioned in G9:
@professorisin
@mariuskothor
@sandrannadi1
@drjftfernandes
@j_marcellular
@mbalzz
@seis_matters
@scibraai
@ochsnerhealth
@academicchatter

Top Mentioned in G10:
@eknduom
@ushamcfarling
@naharrisonmd
@pulitzerprizes
@medscape
@drfna
@cellsystemscp
@phdgprotein86
@docmosho
@davidrfeinberg

Top Tweeters
Top Tweeters in Entire Graph:
@dichristine
@gojira007x
@femtech_
@b1e56df9ce6549f
@rosenchild
@sallyrmelb
@jjj5819
@fight4freedom72
@googleexpertuk
@yathinkn

Top Tweeters in G1:
@b1e56df9ce6549f
@jjj5819
@blackphysicists
@wise_diva
@pushandpulljlm
@ricardoharvin
@avildsen
@whysharksmatter
@jchrispires
@jandroid

Top Tweeters in G2:
@blerdmommy
@roselover24
@shonatiger
@dannywijnhoud
@anon1kenya
@wamagaisa
@gathara
@angeles_jurado
@jmmuriu
@nicolawatson13

Top Tweeters in G3:
@llama_strudel
@conjja
@academicchatter
@herhandsmyhands
@thetattooedprof
@clancynewyork
@nyashajunior
@iamashleyheart
@drrubidium
@antheabutler

Top Tweeters in G4:
@rosenchild
@googleexpertuk
@inpoco
@drumeshprabhu
@serenashimaward
@rossthomson26
@kesewaa_omari
@chabis_ch
@proftimnoakes
@reddit

Top Tweeters in G5:
@doc_becca
@bensaunders
@ldrogosphd
@drjkhokhar
@jaredwyoung
@csaviochan
@nanopharmnc
@hao_and_y
@drglitterbear
@jdavidjentsch

Top Tweeters in G6:
@golwgymor
@positiveimagep
@nazkebab77
@zaranosaur
@olazainabmusic
@sarasiobhan
@blackvoices
@blkhiststudies
@parsons1z
@donna_peach

Top Tweeters in G7:
@cindygallop
@tarundsnaol
@joyannreid
@everevolving_e
@smileitsjoy
@lesliemac
@jewelbarnettphd
@quintifiable
@sunnydaejones
@twotone

Top Tweeters in G8:
@the_lady_red
@fairishgodmum
@nberlat
@dormousegirl
@pkanagaratnam
@revagsl
@daniellegembala
@dorothyk98
@amethystinia
@d_overlord

Top Tweeters in G9:
@femtech_
@skynews
@funder
@readeatwriterun
@nickystevo
@markowenmartin
@soledadobrien
@propublica
@seis_matters
@jimlynchcodes

Top Tweeters in G10:
@firstgentleman
@begoniaarizona
@ti_enjoli
@chkl8dva
@jhillport
@drfna
@ab_synthia2
@medscape
@katellington
@mahealthforkids