#BlackInTheIvory, Twitter, 5/18/2022 9:28:18 AM, 276535


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#BlackInTheIvory_2022-05-18_00-17-21.xlsx
#BlackInTheIvory_2022-05-18_00-17-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 18, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3MsZ1Ev
@braincures
@do_kinder
@blackintheivory
@this0499154500
@professorisin
@blackinneuro
@drsadhanaj
@jfsebastian146
@dr_donathan
@mnl1221

Top hashtags:
#blackintheivory
#academictwitter
#blackinstem
#blackexcellence

Description:
Description
The graph represents a network of 359 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, 18 May 2022 at 07:17 UTC.

The requested start date was Wednesday, 18 May 2022 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 21-day, 22-hour, 35-minute period from Thursday, 21 April 2022 at 15:39 UTC to Friday, 13 May 2022 at 14:15 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 : 359
Unique Edges : 287
Edges With Duplicates : 461
Total Edges : 748
Number of Edge Types : 5
MentionsInRetweet : 281
Mentions : 295
Replies to : 16
Retweet : 121
Tweet : 35
Self-Loops : 45
Reciprocated Vertex Pair Ratio : 0.00898876404494382
Reciprocated Edge Ratio : 0.0178173719376392
Connected Components : 35
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 212
Maximum Edges in a Connected Component : 448
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.636618
Graph Density : 0.00349356530399465
Modularity : 0.499335
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 359 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, 18 May 2022 at 07:17 UTC.

The requested start date was Wednesday, 18 May 2022 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 21-day, 22-hour, 35-minute period from Thursday, 21 April 2022 at 15:39 UTC to Friday, 13 May 2022 at 14:15 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:
[8] https://unthsc.zoom.us/webinar/register/2116518395137/WN_nLl2HoI2QR-KzaQLfJmUug
[2] https://theprofessorisin.com/podcast/imposter-syndrome-black-women-academia/
[2] https://blackphdnetwork.org/event-4791050
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00759-1
[1] https://www.theguardian.com/education/2020/jul/28/uks-white-female-academics-are-being-privileged-above-women-and-men-of-colour
[1] https://www.theguardian.com/uk-news/2022/jan/21/scotlands-first-black-professor-accuses-edinburgh-academics-of-racism
[1] https://www.theguardian.com/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents
[1] https://twitter.com/BRAINCURES/status/1418672333284384773
[1] https://twitter.com/Arctic_Nilou/status/1310632249847697410?s=20&t=WcL4TyqqRLlg0qL-ldQueA
[1] https://twitter.com/usnehal/status/1378830420767293441

Top URLs in Tweet in G1:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00759-1
[1] https://twitter.com/BRAINCURES/status/1418672333284384773
[1] https://www.theguardian.com/uk-news/2022/jan/21/scotlands-first-black-professor-accuses-edinburgh-academics-of-racism
[1] https://www.theguardian.com/education/2020/jul/28/uks-white-female-academics-are-being-privileged-above-women-and-men-of-colour

Top URLs in Tweet in G2:
[1] https://www.theguardian.com/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents

Top URLs in Tweet in G4:
[2] https://theprofessorisin.com/podcast/imposter-syndrome-black-women-academia/
[1] https://www.chronicle.com/article/the-cost-of-leading-while-black
[1] https://katv.com/news/local/ua-little-rock-officials-being-investigated-after-research-misconduct-allegations-part-2
[1] https://www.insidehighered.com/quicktakes/2022/05/03/cal-state-la-police-arrest-professor-debate#.YnGVG3HKrd0.twitter
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275431

Top URLs in Tweet in G5:
[2] https://blackphdnetwork.org/event-4791050
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fnotes%2F10158437942035469%2F

Top URLs in Tweet in G6:
[1] https://twitter.com/DrJasonJohnson/status/1270026994114314242
[1] https://threadreaderapp.com/thread/1270026264997478402.html

Top URLs in Tweet in G9:
[1] https://twitter.com/Arctic_Nilou/status/1310632249847697410?s=20&t=WcL4TyqqRLlg0qL-ldQueA

Top URLs in Tweet in G10:
[8] https://unthsc.zoom.us/webinar/register/2116518395137/WN_nLl2HoI2QR-KzaQLfJmUug

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[87] blackintheivory
[10] academictwitter
[7] blackinstem
[7] blackexcellence
[6] academicchatter
[6] redwinerant
[5] womeninstem
[4] phdlife
[4] dei
[3] highereducation



Top Hashtags in Tweet in G1:
[4] blackintheivory
[2] racism
[2] womeninstem
[1] blackinstem
[1] scicomm
[1] researchculture
[1] reimagineresearch
[1] racisminstem
[1] blacklivesmatter
[1] shutdownstem

Top Hashtags in Tweet in G2:
[1] blackstudents
[1] racialharassment
[1] universitiesuk
[1] whitestudents
[1] blackintheivory
[1] endracism
[1] sdgs
[1] sdg4
[1] sdg8
[1] sdg16

Top Hashtags in Tweet in G3:
[1] blackademics
[1] blackandstem
[1] blackintech
[1] blackintheivory
[1] blackinindustry

Top Hashtags in Tweet in G4:
[6] blackintheivory
[4] academictwitter
[1] blacklivesmatter
[1] academicchatter
[1] blackinstem

Top Hashtags in Tweet in G5:
[7] blackintheivory
[2] ilooklikeaphd
[2] facultydiversity
[2] futurefaculty
[1] qcc
[1] blackwomanhood
[1] blackwoman
[1] womenshistorymonth
[1] sistahscholar
[1] pepperdine

Top Hashtags in Tweet in G6:
[11] blackintheivory

Top Hashtags in Tweet in G7:
[3] blackinstem
[3] blackintheivory
[3] blackinscience
[1] blackwomeninstem
[1] blackwomenintech

Top Hashtags in Tweet in G8:
[1] jointhevillage
[1] blackintheivory

Top Hashtags in Tweet in G9:
[3] climatejustice
[2] soil
[2] climatechange
[2] soilfertility
[2] foodsecurity
[2] blackintheivory
[2] blackexcellence
[2] blackgeoscientist

Top Hashtags in Tweet in G10:
[1] diversity
[1] dei
[1] blackinstem
[1] blackintheivory
[1] academictwitter
[1] academicchatter
[1] careerdevelopment
[1] mentoring
[1] sciencetwitter
[1] nrmnmentoringmatters

Top Words
Top Words in Tweet in Entire Graph:
[87] #blackintheivory
[36] see
[25] black
[20] academics
[19] students
[18] couple
[18] days
[18] advice
[18] generally
[18] transitioning

Top Words in Tweet in G1:
[9] jeremyfarrar
[6] braincures
[6] universitiesuk
[5] ukri_ceo
[5] wb_uk
[5] whistleuk
[5] awhistleblowing
[5] universityappg
[5] appgstudents
[5] ucu

Top Words in Tweet in G2:
[5] braincures
[5] ukri_ceo
[5] rossthomson26
[4] jeremyfarrar
[4] michelle_cruk
[4] evidencebase_im
[4] thepeopleshubuk
[4] petejacksongmp
[4] suzanne_garrett
[2] do_kinder

Top Words in Tweet in G3:
[36] see
[19] academics
[18] couple
[18] days
[18] advice
[18] generally
[18] transitioning
[18] industry
[18] specifically
[18] zero

Top Words in Tweet in G4:
[6] #blackintheivory
[4] #academictwitter
[4] professorisin
[3] academicchatter
[3] abdullah
[3] removal
[3] humiliating
[3] violent
[3] thoroughly
[3] antidemocratic

Top Words in Tweet in G5:
[7] #blackintheivory
[7] stinebiser
[7] making
[7] move
[7] grad
[6] present
[6] dr_donathan
[5] student
[5] professoriate
[4] black

Top Words in Tweet in G6:
[11] #blackintheivory
[10] drjasonjohnson
[10] story
[9] took
[8] although
[8] literally
[8] 100's
[7] comp
[7] exams
[7] poli

Top Words in Tweet in G7:
[3] mdalmage
[3] stacylindau
[3] congratulations
[3] pleasure
[3] ours
[3] #blackinstem
[3] #blackintheivory
[3] #blackinscience
[2] drsadhanaj
[2] bla

Top Words in Tweet in G8:
[9] students
[9] something
[8] thenephrologist
[8] many
[8] medical
[8] experienced
[8] spend
[8] time
[8] fielding
[8] dread

Top Words in Tweet in G9:
[6] truly
[6] inspirational
[6] ucmerced
[6] soil
[6] biogeochemistry
[6] dr
[6] asmeret
[6] asefaw
[6] berhe
[6] aaberhe

Top Words in Tweet in G10:
[8] partnered
[8] nrmnet
[8] discuss
[8] importance
[8] diversity
[8] stemm
[8] 19th
[8] pm
[8] cst
[7] thesocscientist

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] couple,days
[18] days,see
[18] see,advice
[18] advice,academics
[18] academics,generally
[18] generally,transitioning
[18] transitioning,industry
[18] industry,specifically
[18] specifically,see
[18] see,zero

Top Word Pairs in Tweet in G1:
[5] universitiesuk,wb_uk
[5] wb_uk,whistleuk
[5] whistleuk,awhistleblowing
[5] awhistleblowing,universityappg
[5] universityappg,appgstudents
[5] appgstudents,ucu
[5] ucu,jeremyfarrar
[5] jeremyfarrar,wellcometrust
[4] jeremyfarrar,michelle_cruk
[4] michelle_cruk,ukri_ceo

Top Word Pairs in Tweet in G2:
[4] braincures,jeremyfarrar
[4] jeremyfarrar,michelle_cruk
[4] michelle_cruk,ukri_ceo
[4] ukri_ceo,evidencebase_im
[4] evidencebase_im,thepeopleshubuk
[4] thepeopleshubuk,petejacksongmp
[4] petejacksongmp,rossthomson26
[4] rossthomson26,suzanne_garrett
[2] littlelizs,quantumaephraim
[2] quantumaephraim,alberttenesa

Top Word Pairs in Tweet in G3:
[18] couple,days
[18] days,see
[18] see,advice
[18] advice,academics
[18] academics,generally
[18] generally,transitioning
[18] transitioning,industry
[18] industry,specifically
[18] specifically,see
[18] see,zero

Top Word Pairs in Tweet in G4:
[3] academicchatter,#academictwitter
[3] abdullah,removal
[3] removal,humiliating
[3] humiliating,violent
[3] violent,thoroughly
[3] thoroughly,antidemocratic
[3] antidemocratic,talcott
[3] talcott,several
[2] icymi,podcast
[2] podcast,struggling

Top Word Pairs in Tweet in G5:
[7] making,move
[7] move,grad
[6] dr_donathan,stinebiser
[5] grad,student
[5] student,professoriate
[4] join,next
[4] next,week
[4] week,dr_donathan
[4] stinebiser,present
[4] present,making

Top Word Pairs in Tweet in G6:
[8] #blackintheivory,story
[8] story,although
[8] although,literally
[8] literally,100's
[7] drjasonjohnson,#blackintheivory
[7] 100's,took
[7] took,comp
[7] comp,exams
[7] exams,poli
[7] poli,sci

Top Word Pairs in Tweet in G7:
[3] mdalmage,stacylindau
[3] stacylindau,congratulations
[3] congratulations,pleasure
[3] pleasure,ours
[3] ours,#blackinstem
[3] #blackinstem,#blackintheivory
[3] #blackintheivory,#blackinscience
[2] drsadhanaj,mdalmage
[2] #blackinscience,bla

Top Word Pairs in Tweet in G8:
[8] thenephrologist,many
[8] many,medical
[8] medical,students
[8] students,experienced
[8] experienced,something
[8] something,spend
[8] spend,time
[8] time,fielding
[8] fielding,dread
[7] dermmeaboutit,thenephrologist

Top Word Pairs in Tweet in G9:
[6] truly,inspirational
[6] inspirational,ucmerced
[6] ucmerced,soil
[6] soil,biogeochemistry
[6] dr,asmeret
[6] asmeret,asefaw
[6] asefaw,berhe
[6] berhe,aaberhe
[4] biogeochemistry,prof
[4] prof,dr

Top Word Pairs in Tweet in G10:
[8] partnered,nrmnet
[8] nrmnet,discuss
[8] discuss,importance
[8] importance,diversity
[8] diversity,stemm
[8] stemm,19th
[8] 19th,pm
[8] pm,cst
[7] thesocscientist,partnered

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kevinjarbo
@braincures
@jeremyfarrar
@ukri_ceo
@drjasonjohnson
@rossthomson26
@michelle_cruk
@evidencebase_im
@thepeopleshubuk
@petejacksongmp

Top Mentioned in G1:
@jeremyfarrar
@braincures
@ukri_ceo
@universitiesuk
@wb_uk
@whistleuk
@awhistleblowing
@universityappg
@appgstudents
@ucu

Top Mentioned in G2:
@braincures
@ukri_ceo
@rossthomson26
@jeremyfarrar
@michelle_cruk
@evidencebase_im
@thepeopleshubuk
@petejacksongmp
@suzanne_garrett
@m

Top Mentioned in G3:
@kevinjarbo

Top Mentioned in G4:
@professorisin
@academicchatter
@janejoann
@chronicle
@kenyoncollege
@katvmarine
@ualr
@calstate
@braincures
@do_kinder

Top Mentioned in G5:
@dr_donathan
@stinebiser
@blackphdnetwork
@facultyrecruit
@shawntaemitchum
@blackintheivory
@qcc_cuny
@kennybroberson

Top Mentioned in G6:
@drjasonjohnson
@unc
@uncpolisci
@threadreaderapp
@weydling_yuri

Top Mentioned in G7:
@stacylindau
@drsadhanaj
@mdalmage
@bla
@blackinneuro
@blackincancer
@bwisnetwork
@blackinstemed

Top Mentioned in G8:
@dermmeaboutit
@thenephrologist

Top Mentioned in G9:
@ucmerced
@aaberhe
@arctic_nilou
@gecko39
@unhgradschool
@nressphd
@time

Top Mentioned in G10:
@nrmnet
@thesocscientist

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@independent
@jfsebastian146
@rosenchild
@guardian
@googleexpertuk
@marting8177
@bbcnews
@nicochan33
@botfemale

Top Tweeters in G1:
@independent
@jfsebastian146
@guardian
@marting8177
@bbcnews
@nicochan33
@botfemale
@doctorow
@tristramwyatt
@laserhaas01

Top Tweeters in G2:
@rosenchild
@googleexpertuk
@drumeshprabhu
@carlark3
@b0tsci
@chabis_ch
@rossthomson26
@proftimnoakes
@do_kinder
@essepeidinho

Top Tweeters in G3:
@minimalstmedusa
@edtech4funky1s
@seandehrlich
@pratherlab
@af_thescientist
@kevinjarbo
@jasonchow
@stolfialberto
@l_eckhouse
@cherilev

Top Tweeters in G4:
@academicchatter
@chronicle
@professorisin
@idek3339
@calstate
@academicsbot
@ualr
@this0499154500
@katvmarine
@kenyoncollege

Top Tweeters in G5:
@cornelloise
@srebdocsch
@blackphdnetwork
@mnl1221
@qcc_cuny
@kennybroberson
@drshardedavis
@blackintheivory
@facultyrecruit
@stinebiser

Top Tweeters in G6:
@threadreaderapp
@chloedancer
@beymonce
@korn2005
@drjasonjohnson
@johnyuma433
@nncyruth
@unc
@geekyglamgamer
@sweet_sailin

Top Tweeters in G7:
@blaccxyz_
@drsadhanaj
@blackinneuro
@stacylindau
@blackincancer
@bwisnetwork
@blackinstemed
@mdalmage
@bla

Top Tweeters in G8:
@ange_patricia
@joshblacklibert
@ahhdae
@chosenlyric
@bbsqrl87
@mrdariuz
@cherylgaudreau1
@thenephrologist
@dermmeaboutit

Top Tweeters in G9:
@time
@gecko39
@corradotopi
@ucmerced
@aaberhe
@unhgradschool
@nressphd
@arctic_nilou

Top Tweeters in G10:
@w84itkat
@phdeez
@nrmnet
@thereal_dr_dre
@claricedaiello
@thesocscientist
@esalm_neuro
@vdaiello1