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#BlackInTheIvory_2022-05-25_00-17-21.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 25, 2022
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3MLp7Ty
@braincures
@do_kinder
@jfsebastian146
@blackintheivory
@blackinneuro
@drsadhanaj
@professorisin
@arctic_nilou
@mnl1221
@academicchatter

Top hashtags:
#blackintheivory
#academictwitter
#blackexcellence

Description:
Description
The graph represents a network of 354 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, 25 May 2022 at 07:17 UTC.

The requested start date was Wednesday, 25 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, 21-hour, 29-minute period from Tuesday, 26 April 2022 at 14:22 UTC to Tuesday, 24 May 2022 at 11:52 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 : 354
Unique Edges : 273
Edges With Duplicates : 447
Total Edges : 720
Number of Edge Types : 5
Mentions : 292
Tweet : 35
Retweet : 115
MentionsInRetweet : 262
Replies to : 16
Self-Loops : 44
Reciprocated Vertex Pair Ratio : 0.00936768149882904
Reciprocated Edge Ratio : 0.0185614849187935
Connected Components : 34
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 214
Maximum Edges in a Connected Component : 454
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.695726
Graph Density : 0.00344904851074727
Modularity : 0.49666
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 354 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, 25 May 2022 at 07:17 UTC.

The requested start date was Wednesday, 25 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, 21-hour, 29-minute period from Tuesday, 26 April 2022 at 14:22 UTC to Tuesday, 24 May 2022 at 11:52 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/BRAINCURES/status/1418672333284384773
[1] https://www.theguardian.com/uk-news/2022/jan/21/scotlands-first-black-professor-accuses-edinburgh-academics-of-racism
[1] https://awocspace.com/blog
[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/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents
[1] https://www.chronicle.com/article/the-cost-of-leading-while-black

Top URLs in Tweet in G1:
[1] https://www.theguardian.com/education/2020/jul/28/uks-white-female-academics-are-being-privileged-above-women-and-men-of-colour
[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/uk-news/2022/jan/21/scotlands-first-black-professor-accuses-edinburgh-academics-of-racism
[1] https://twitter.com/BRAINCURES/status/1418672333284384773

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 G3:
[1] https://awocspace.com/blog
[1] https://twitter.com/Arctic_Nilou/status/1310632249847697410?s=20&t=WcL4TyqqRLlg0qL-ldQueA

Top URLs in Tweet in G5:
[1] https://www.linkedin.com/signup/cold-join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6918857320424763392
[1] https://twitter.com/usnehal/status/1474765331247816706
[1] https://twitter.com/usnehal/status/1378830420767293441

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 G7:
[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 G10:
[2] https://theprofessorisin.com/podcast/imposter-syndrome-black-women-academia/
[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

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[88] blackintheivory
[9] academictwitter
[7] blackexcellence
[6] climatejustice
[5] womeninstem
[5] blackinstem
[5] academicchatter
[4] phdchat
[4] dei
[3] medtwitter



Top Hashtags in Tweet in G1:
[4] blackintheivory
[2] womeninstem
[2] racism
[1] highereducation
[1] policymaking
[1] sdg5
[1] blackinstem
[1] scicomm
[1] researchculture
[1] reimagineresearch

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:
[6] climatejustice
[3] blackintheivory
[2] soil
[2] climatechange
[2] soilfertility
[2] foodsecurity
[2] blackexcellence
[2] blackgeoscientist
[1] amplifywoc
[1] blacklivesmatter

Top Hashtags in Tweet in G4:
[1] blackademics
[1] blackandstem
[1] blackintech
[1] blackintheivory
[1] blackinindustry

Top Hashtags in Tweet in G5:
[4] blackintheivory
[3] drsusanmoore
[2] urm
[2] healthcare
[2] bullying
[1] docsagainstdoxxing
[1] medtwitter

Top Hashtags in Tweet in G6:
[11] blackintheivory

Top Hashtags in Tweet in G7:
[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 G8:
[3] blackinstem
[3] blackintheivory
[3] blackinscience
[1] blackwomeninstem
[1] blackwomenintech

Top Hashtags in Tweet in G9:
[1] jointhevillage
[1] blackintheivory

Top Hashtags in Tweet in G10:
[3] blackintheivory
[2] academictwitter
[1] blacklivesmatter

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

Top Words in Tweet in G1:
[6] jeremyfarrar
[5] ukri_ceo
[4] michelle_cruk
[4] evidencebase_im
[4] thepeopleshubuk
[4] petejacksongmp
[4] rossthomson26
[4] suzanne_garrett
[4] white
[4] #blackintheivory

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:
[10] truly
[10] inspirational
[10] ucmerced
[10] soil
[10] biogeochemistry
[10] dr
[10] asmeret
[10] asefaw
[10] berhe
[10] aaberhe

Top Words in Tweet in G4:
[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 G5:
[6] syndrome
[4] #blackintheivory
[3] usnehal
[3] #drsusanmoore
[3] ellennelsonrowe
[3] roshni_beeharry
[3] please
[3] stop
[3] using
[3] imposter

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:
[7] #blackintheivory
[5] stinebiser
[5] making
[5] move
[5] grad
[4] black
[4] present
[4] dr_donathan
[4] look
[4] blackphdnetwork

Top Words in Tweet in G8:
[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 G9:
[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 G10:
[3] #blackintheivory
[3] abdullah
[3] removal
[3] humiliating
[3] violent
[3] thoroughly
[3] antidemocratic
[3] talcott
[3] several
[3] professorisin

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:
[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] universitiesuk,wb_uk
[2] wb_uk,whistleuk
[2] whistleuk,awhistleblowing

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:
[10] truly,inspirational
[10] inspirational,ucmerced
[10] ucmerced,soil
[10] soil,biogeochemistry
[10] dr,asmeret
[10] asmeret,asefaw
[10] asefaw,berhe
[10] berhe,aaberhe
[5] biogeochemistry,prof
[5] prof,dr

Top Word Pairs in Tweet in G4:
[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 G5:
[3] ellennelsonrowe,roshni_beeharry
[3] roshni_beeharry,please
[3] please,stop
[3] stop,using
[3] using,imposter
[3] imposter,syndrome
[3] syndrome,syndrome
[3] syndrome,fault
[2] doctor,end
[2] end,critically

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:
[5] making,move
[5] move,grad
[4] dr_donathan,stinebiser
[3] grad,student
[3] student,professoriate
[3] stinebiser,look
[3] look,forward
[3] forward,engaging
[3] engaging,blackphdnetwork
[3] blackphdnetwork,scholars

Top Word Pairs in Tweet in G8:
[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 G9:
[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 G10:
[3] abdullah,removal
[3] removal,humiliating
[3] humiliating,violent
[3] violent,thoroughly
[3] thoroughly,antidemocratic
[3] antidemocratic,talcott
[3] talcott,several
[2] academicchatter,#academictwitter
[2] icymi,podcast
[2] podcast,struggling

Top Replied-To
Top Replied-To in Entire Graph:
@jeremyfarrar
@universitiesuk
@do_kinder
@professornft
@littlelizs
@ellennelsonrowe
@huckaberryfin20
@innodim
@mdalmage
@thenephrologist

Top Replied-To in G1:
@jeremyfarrar
@do_kinder
@universitiesuk

Top Replied-To in G2:
@littlelizs

Top Replied-To in G5:
@ellennelsonrowe
@huckaberryfin20

Top Replied-To in G6:
@weydling_yuri

Top Replied-To in G7:
@drshardedavis
@stinebiser

Top Replied-To in G8:
@mdalmage

Top Replied-To in G9:
@thenephrologist

Top Mentioned
Top Mentioned in Entire Graph:
@kevinjarbo
@ukri_ceo
@ucmerced
@aaberhe
@drjasonjohnson
@braincures
@jeremyfarrar
@arctic_nilou
@rossthomson26
@michelle_cruk

Top Mentioned in G1:
@ukri_ceo
@jeremyfarrar
@michelle_cruk
@evidencebase_im
@thepeopleshubuk
@petejacksongmp
@rossthomson26
@suzanne_garrett
@braincures
@academicparity

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

Top Mentioned in G3:
@ucmerced
@aaberhe
@arctic_nilou
@gecko39
@awocspace
@braincures
@universitiesuk
@wb_uk
@whistleuk
@awhistleblowing

Top Mentioned in G4:
@kevinjarbo

Top Mentioned in G5:
@usnehal
@roshni_beeharry
@ellennelsonrowe
@gradydoctor
@jerrysoucyrn
@becker_sbecker
@statnews
@washingtonpost
@nytimes
@nythealth

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

Top Mentioned in G7:
@dr_donathan
@stinebiser
@blackphdnetwork
@shawntaemitchum
@blackintheivory
@qcc_cuny
@facultyrecruit
@kennybroberson

Top Mentioned in G8:
@stacylindau
@drsadhanaj
@mdalmage
@bla
@blackinneuro
@blackincancer
@bwisnetwork
@blackinstemed

Top Mentioned in G9:
@dermmeaboutit
@thenephrologist

Top Mentioned in G10:
@professorisin
@academicchatter
@janejoann
@chronicle
@kenyoncollege
@calstate

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

Top Tweeters in G1:
@independent
@guardian
@marting8177
@bbcnews
@nicochan33
@doctorow
@drumeshprabhu
@tristramwyatt
@laserhaas01
@ojibray

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

Top Tweeters in G3:
@jfsebastian146
@time
@bebravemyloves
@gecko39
@corradotopi
@wellcometrust
@ucu
@wb_uk
@universitiesuk
@ucmerced

Top Tweeters in G4:
@minimalstmedusa
@edtech4funky1s
@seandehrlich
@pratherlab
@af_thescientist
@kevinjarbo
@jasonchow
@stolfialberto
@l_eckhouse
@cherilev

Top Tweeters in G5:
@bostonglobe
@nytimes
@washingtonpost
@usnehal
@al_richards_786
@nythealth
@roshni_beeharry
@jerrysoucyrn
@statnews
@huckaberryfin20

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

Top Tweeters in G7:
@cornelloise
@srebdocsch
@blackphdnetwork
@mnl1221
@qcc_cuny
@kennybroberson
@drshardedavis
@blackintheivory
@facultyrecruit
@stinebiser

Top Tweeters in G8:
@blaccxyz_
@drsadhanaj
@blackinneuro
@stacylindau
@blackincancer
@bwisnetwork
@blackinstemed
@mdalmage
@bla

Top Tweeters in G9:
@ange_patricia
@joshblacklibert
@ahhdae
@chosenlyric
@bbsqrl87
@mrdariuz
@cherylgaudreau1
@thenephrologist
@dermmeaboutit

Top Tweeters in G10:
@academicchatter
@chronicle
@professorisin
@idek3339
@calstate
@kenyoncollege
@janejoann
@academiatoken


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