#BlackInTheIvory, Twitter, 5/11/2022 9:27:58 AM, 276103


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#BlackInTheIvory_2022-05-11_00-17-21.xlsx
#BlackInTheIvory_2022-05-11_00-17-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 11, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3M3ZQU1
@braincures
@do_kinder
@blackintheivory
@b0tsci
@this0499154500
@professorisin
@blackinneuro
@drsadhanaj
@jfsebastian146
@frankiedheyward

Top hashtags:
#blackintheivory
#blackinstem
#academictwitter
#academicchatter

Description:
Description
The graph represents a network of 366 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, 11 May 2022 at 07:17 UTC.

The requested start date was Wednesday, 11 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 27-day, 15-hour, 28-minute period from Tuesday, 12 April 2022 at 16:13 UTC to Tuesday, 10 May 2022 at 07:42 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 : 366
Unique Edges : 309
Edges With Duplicates : 554
Total Edges : 863
Number of Edge Types : 5
Replies to : 19
Mentions : 368
Retweet : 120
MentionsInRetweet : 317
Tweet : 39
Self-Loops : 47
Reciprocated Vertex Pair Ratio : 0.00790513833992095
Reciprocated Edge Ratio : 0.0156862745098039
Connected Components : 35
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 226
Maximum Edges in a Connected Component : 595
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.653488
Graph Density : 0.00381765102178307
Modularity : 0.437681
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 366 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, 11 May 2022 at 07:17 UTC.

The requested start date was Wednesday, 11 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 27-day, 15-hour, 28-minute period from Tuesday, 12 April 2022 at 16:13 UTC to Tuesday, 10 May 2022 at 07:42 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://twitter.com/usnehal/status/1378830420767293441
[1] https://twitter.com/ayshakhoury/status/1465670424696692750
[1] https://www.chronicle.com/article/the-cost-of-leading-while-black
[1] https://www.insidehighered.com/quicktakes/2022/05/03/cal-state-la-police-arrest-professor-debate#.YnGVG3HKrd0.twitter
[1] https://katv.com/news/local/ua-little-rock-officials-being-investigated-after-research-misconduct-allegations-part-2
[1] https://modernfigurespodcast.com/the-chic-geek-episode-041/
[1] https://modernfigurespodcast.com/young-gifted-and-black-ademic-part-1-episode-039

Top URLs in Tweet in G1:
[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/10/racism-in-uk-universities-is-blocking-bame-academics-from-the-top

Top URLs in Tweet in G2:
[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://twitter.com/BRAINCURES/status/1418672333284384773
[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

Top URLs in Tweet in G3:
[1] https://twitter.com/frankiedheyward/status/1515782893762584577

Top URLs in Tweet in G4:
[2] https://blackphdnetwork.org/event-4791050
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fnotes%2F10158437942035469%2F
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=275431
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=274859

Top URLs in Tweet in G6:
[1] https://twitter.com/ayshakhoury/status/1465670424696692750
[1] https://twitter.com/usnehal/status/1378830420767293441

Top URLs in Tweet in G7:
[1] https://twitter.com/DrJasonJohnson/status/1270026994114314242
[1] https://threadreaderapp.com/thread/1270026264997478402.html

Top URLs in Tweet in G8:
[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

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



Top Hashtags in Tweet in G1:
[2] blackintheivory
[1] blackstudents
[1] racialharassment
[1] universitiesuk
[1] whitestudents
[1] endracism
[1] sdgs
[1] sdg4
[1] sdg8
[1] sdg16

Top Hashtags in Tweet in G2:
[4] blackintheivory
[2] womeninstem
[2] racism
[1] highereducation
[1] policymaking
[1] sdg5
[1] researchculture
[1] reimagineresearch
[1] racisminstem
[1] blacklivesmatter

Top Hashtags in Tweet in G3:
[4] blackintheivory
[2] blackinstem
[1] bowlinginthedeep
[1] postdoclife
[1] academicchatter
[1] mothersday

Top Hashtags in Tweet in G4:
[12] blackintheivory
[2] ilooklikeaphd
[2] facultydiversity
[2] futurefaculty
[2] academictwitter
[2] academicchatter
[1] qcc
[1] blackwomanhood
[1] blackwoman
[1] womenshistorymonth

Top Hashtags in Tweet in G5:
[1] blackademics
[1] blackandstem
[1] blackintech
[1] blackintheivory
[1] blackinindustry

Top Hashtags in Tweet in G6:
[4] blackintheivory
[1] systemicracism
[1] professionalism
[1] drsusanmoore

Top Hashtags in Tweet in G7:
[11] blackintheivory

Top Hashtags in Tweet in G8:
[4] blackintheivory
[3] academictwitter
[1] blacklivesmatter

Top Hashtags in Tweet in G9:
[3] blackinstem
[3] blackintheivory
[3] blackinscience
[1] blackwomeninstem
[1] blackwomenintech

Top Hashtags in Tweet in G10:
[1] jointhevillage
[1] blackintheivory

Top Words
Top Words in Tweet in Entire Graph:
[94] #blackintheivory
[37] see
[30] black
[21] academics
[19] couple
[19] students
[19] braincures
[18] days
[18] advice
[18] generally

Top Words in Tweet in G1:
[2] littlelizs
[2] quantumaephraim
[2] alberttenesa
[2] lekhawonders
[2] prof_m_baumann
[2] rosenchild
[2] alkistispou
[2] giganteannalisa
[2] laviebay
[2] academicparity

Top Words in Tweet in G2:
[8] jeremyfarrar
[6] braincures
[5] ukri_ceo
[5] universitiesuk
[4] michelle_cruk
[4] evidencebase_im
[4] thepeopleshubuk
[4] petejacksongmp
[4] rossthomson26
[4] suzanne_garrett

Top Words in Tweet in G3:
[9] braincures
[7] jeremyfarrar
[6] frankiedheyward
[6] pretty
[6] epic
[6] time
[6] last
[6] night
[6] bowling
[6] hanging

Top Words in Tweet in G4:
[12] #blackintheivory
[7] black
[7] stinebiser
[7] making
[7] move
[7] grad
[6] present
[6] dr_donathan
[5] student
[5] professoriate

Top Words in Tweet in G5:
[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 G6:
[4] #blackintheivory
[3] being
[2] syndrome
[2] yourself
[2] more
[2] those
[2] drvantilburg
[2] epflcswccm
[2] ujjram
[2] drhowardliu

Top Words in Tweet in G7:
[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 G8:
[4] #blackintheivory
[3] academicchatter
[3] #academictwitter
[3] abdullah
[3] removal
[3] humiliating
[3] violent
[3] thoroughly
[3] antidemocratic
[3] talcott

Top Words in Tweet in G9:
[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 G10:
[9] students
[9] something
[8] thenephrologist
[8] many
[8] medical
[8] experienced
[8] spend
[8] time
[8] fielding
[8] dread

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:
[2] littlelizs,quantumaephraim
[2] quantumaephraim,alberttenesa
[2] alberttenesa,lekhawonders
[2] lekhawonders,prof_m_baumann
[2] prof_m_baumann,rosenchild
[2] rosenchild,alkistispou
[2] alkistispou,giganteannalisa
[2] giganteannalisa,laviebay
[2] brenda_king_mbe,katherinefugate
[2] katherinefugate,carlark3

Top Word Pairs in Tweet in G2:
[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
[4] universitiesuk,wb_uk
[4] wb_uk,whistleuk
[4] whistleuk,awhistleblowing

Top Word Pairs in Tweet in G3:
[6] pretty,epic
[6] epic,time
[6] time,last
[6] last,night
[6] night,bowling
[6] bowling,hanging
[6] hanging,hmsbpa
[6] hmsbpa,family
[6] family,kingsdine
[6] kingsdine,thankful

Top Word Pairs in Tweet in G4:
[7] making,move
[7] move,grad
[6] dr_donathan,stinebiser
[5] grad,student
[5] student,professoriate
[4] black,woman
[4] first,black
[4] join,next
[4] next,week
[4] week,dr_donathan

Top Word Pairs in Tweet in G5:
[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 G6:
[2] drvantilburg,epflcswccm
[2] epflcswccm,ujjram
[2] ujjram,drhowardliu
[2] drhowardliu,mahealthforkids
[2] mahealthforkids,drbiancabusch
[2] drbiancabusch,mm_gleason_md
[2] mm_gleason_md,lipiroy
[2] lipiroy,pampeekemd
[2] pampeekemd,javeedsukhera
[2] javeedsukhera,jamesrachal3

Top Word Pairs in Tweet in G7:
[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 G8:
[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 G9:
[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 G10:
[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 Replied-To
Top Replied-To in Entire Graph:
@drvantilburg
@jeremyfarrar
@ellennelsonrowe
@huckaberryfin20
@innodim
@littlelizs
@mdalmage
@thenephrologist
@drshardedavis
@the12fthofnever

Top Replied-To in G1:
@littlelizs
@braincures

Top Replied-To in G2:
@jeremyfarrar
@do_kinder
@universitiesuk

Top Replied-To in G4:
@drshardedavis
@stinebiser

Top Replied-To in G6:
@drvantilburg
@ellennelsonrowe
@huckaberryfin20

Top Replied-To in G7:
@weydling_yuri

Top Replied-To in G9:
@mdalmage

Top Replied-To in G10:
@thenephrologist

Top Mentioned
Top Mentioned in Entire Graph:
@braincures
@kevinjarbo
@jeremyfarrar
@drjasonjohnson
@universitiesuk
@wb_uk
@whistleuk
@awhistleblowing
@universityappg
@appgstudents

Top Mentioned in G1:
@quantumaephraim
@alberttenesa
@lekhawonders
@prof_m_baumann
@rosenchild
@alkistispou
@giganteannalisa
@laviebay
@academicparity
@drjogrady

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

Top Mentioned in G3:
@braincures
@jeremyfarrar
@frankiedheyward
@hmsbpa
@kingsdine
@universitiesuk
@wb_uk
@whistleuk
@awhistleblowing
@universityappg

Top Mentioned in G4:
@dr_donathan
@stinebiser
@blackintheivory
@blackphdnetwork
@facultyrecruit
@tarablackshear
@braincures
@do_kinder
@academicsbot
@this0499154500

Top Mentioned in G5:
@kevinjarbo

Top Mentioned in G6:
@epflcswccm
@ujjram
@drhowardliu
@mahealthforkids
@drbiancabusch
@mm_gleason_md
@lipiroy
@pampeekemd
@javeedsukhera
@jamesrachal3

Top Mentioned in G7:
@drjasonjohnson
@unc
@uncpolisci
@threadreaderapp
@weydling_yuri

Top Mentioned in G8:
@academicchatter
@professorisin
@janejoann
@chronicle
@kenyoncollege
@katvmarine
@ualr
@calstate

Top Mentioned in G9:
@stacylindau
@drsadhanaj
@mdalmage
@bla
@blackinneuro
@blackincancer
@bwisnetwork
@blackinstemed

Top Mentioned in G10:
@dermmeaboutit
@thenephrologist

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

Top Tweeters in G1:
@rosenchild
@googleexpertuk
@doctorow
@drumeshprabhu
@chabis_ch
@proftimnoakes
@ibjiyongi
@seis_matters
@robby42394165
@do_kinder

Top Tweeters in G2:
@independent
@guardian
@marting8177
@bbcnews
@nicochan33
@tristramwyatt
@laserhaas01
@ojibray
@timeshighered
@braincures

Top Tweeters in G3:
@jfsebastian146
@botfemale
@carlark3
@b0tsci
@rossthomson26
@thepeopleshubuk
@soozaphone
@jeremyfarrar
@katherinefugate
@wellcometrust

Top Tweeters in G4:
@academicsbot
@clinicalcurator
@this0499154500
@cornelloise
@srebdocsch
@blackphdnetwork
@mnl1221
@uchi_uconn
@qcc_cuny
@kennybroberson

Top Tweeters in G5:
@minimalstmedusa
@edtech4funky1s
@seandehrlich
@pratherlab
@af_thescientist
@kevinjarbo
@jasonchow
@stolfialberto
@l_eckhouse
@cherilev

Top Tweeters in G6:
@usnehal
@roshni_beeharry
@pampeekemd
@drhowardliu
@mahealthforkids
@drvantilburg
@epflcswccm
@lipiroy
@javeedsukhera
@huckaberryfin20

Top Tweeters in G7:
@threadreaderapp
@chloedancer
@beymonce
@korn2005
@drjasonjohnson
@johnyuma433
@nncyruth
@unc
@geekyglamgamer
@sweet_sailin

Top Tweeters in G8:
@academicchatter
@chronicle
@professorisin
@idek3339
@calstate
@ualr
@katvmarine
@kenyoncollege
@janejoann
@academiatoken

Top Tweeters in G9:
@blaccxyz_
@drsadhanaj
@blackinneuro
@stacylindau
@blackincancer
@bwisnetwork
@blackinstemed
@mdalmage
@bla

Top Tweeters in G10:
@ange_patricia
@joshblacklibert
@ahhdae
@chosenlyric
@bbsqrl87
@mrdariuz
@cherylgaudreau1
@thenephrologist
@dermmeaboutit


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