#BlackInTheIvory, Twitter, 9/19/2021 9:47:08 AM, 262395


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#BlackInTheIvory_2021-09-19_00-22-09.xlsx
#BlackInTheIvory_2021-09-19_00-22-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2021
Short Description:
#BlackInTheIvory via NodeXL https://bit.ly/3nQSnhV
@do_kinder
@braincures
@b0tsci
@drfuraha_asani
@ukri_news
@blackintheivory
@academicchatter
@professorisin
@thesocscientist
@smokinscientist

Top hashtags:
#blackintheivory
#blackinstem
#academictwitter
#blackademia

Description:
Description
The graph represents a network of 519 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, 19 September 2021 at 07:22 UTC.

The requested start date was Sunday, 19 September 2021 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 28-day, 14-hour, 21-minute period from Friday, 20 August 2021 at 00:47 UTC to Friday, 17 September 2021 at 15:09 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 : 519
Unique Edges : 394
Edges With Duplicates : 1234
Total Edges : 1628
Number of Edge Types : 5
Retweet : 245
MentionsInRetweet : 883
Tweet : 64
Replies to : 13
Mentions : 423
Self-Loops : 89
Reciprocated Vertex Pair Ratio : 0.00698324022346369
Reciprocated Edge Ratio : 0.013869625520111
Connected Components : 42
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 377
Maximum Edges in a Connected Component : 1373
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.160126
Graph Density : 0.00268187262406916
Modularity : 0.34569
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 519 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, 19 September 2021 at 07:22 UTC.

The requested start date was Sunday, 19 September 2021 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 28-day, 14-hour, 21-minute period from Friday, 20 August 2021 at 00:47 UTC to Friday, 17 September 2021 at 15:09 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:
[3] http://crosstalk.cell.com/blog/3-hanna-gray-fellows-offer-advice-for-early-career-scientists-applying-to-hhmi-programs
[3] https://amp.cnn.com/cnn/2021/08/26/opinions/the-chair-sandra-oh-netflix-protagonist-mitchell/index.html
[2] https://redirect.viglink.com?u=https%3A%2F%2Fopen.spotify.com%2Fepisode%2F3p7uOtpWpR7PY2NYH2QHyw%3Fsi%3Da4862f86ebda4551&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[2] https://blackintheivory.net/
[2] https://www.siue.edu/news/2021/08/SIUEsLewisContributestoUpcomingBookonRacisminAmericanUniversities.shtml
[2] https://academicjobsonline.org/ajo/jobs/17171
[1] https://theprofessorisin.com/2021/03/12/someone-who-speaks-my-language-blm-guest-post/
[1] https://theprofessorisin.com/podcast/episode-2-9-black-and-in-grad-school-interview-with-allante-whitmore/
[1] http://theprofessorisin.com/2020/06/18/person-trauma-on-the-tenure-track-blm/
[1] https://www.azcentral.com/story/news/local/arizona-education/2021/08/26/asu-professor-nicholas-alozie-wins-jury-verdict-against-university-retaliation/8251561002/

Top URLs in Tweet in G1:
[1] https://twitter.com/academicchatter/status/1269684595173326848?s=21
[1] https://www.theguardian.com/education/2019/jul/10/racism-in-uk-universities-is-blocking-bame-academics-from-the-top
[1] https://www.theguardian.com/world/2019/oct/23/universities-failing-to-address-thousands-of-racist-incidents
[1] https://twitter.com/ADHD_Marie/status/1432376149703806982

Top URLs in Tweet in G2:
[1] https://www.researchprofessionalnews.com/rr-news-uk-research-councils-2020-12-ukri-ethnicity-data-reveals-lack-of-funded-black-academics/
[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://twitter.com/braincures/status/1418672333284384773

Top URLs in Tweet in G3:
[1] https://twitter.com/i/moments/1270675743329181696
[1] http://crosstalk.cell.com/blog/3-hanna-gray-fellows-offer-advice-for-early-career-scientists-applying-to-hhmi-programs
[1] https://www.imperial.ac.uk/news/227973/black-lives-matter-science-medicine/

Top URLs in Tweet in G4:
[1] https://www.researchprofessionalnews.com/rr-news-uk-views-of-the-uk-2020-8-knowledge-is-power-an-open-letter-to-ukri/

Top URLs in Tweet in G5:
[2] https://blackintheivory.net/

Top URLs in Tweet in G6:
[3] https://amp.cnn.com/cnn/2021/08/26/opinions/the-chair-sandra-oh-netflix-protagonist-mitchell/index.html
[1] https://twitter.com/docmosho/status/1437240650810941443

Top URLs in Tweet in G8:
[2] http://crosstalk.cell.com/blog/3-hanna-gray-fellows-offer-advice-for-early-career-scientists-applying-to-hhmi-programs
[1] https://www.intersectionssciencefellows.com/

Top URLs in Tweet in G9:
[1] https://theprofessorisin.com/2021/03/12/someone-who-speaks-my-language-blm-guest-post/
[1] http://theprofessorisin.com/2020/08/21/mfa-racism-blm/
[1] https://theprofessorisin.com/2020/07/16/institutions-protect-racists-blm/
[1] https://theprofessorisin.com/2021/02/07/jessica-krug-critique/
[1] https://www.azcentral.com/story/news/local/arizona-education/2021/08/26/asu-professor-nicholas-alozie-wins-jury-verdict-against-university-retaliation/8251561002/
[1] http://theprofessorisin.com/2020/06/18/person-trauma-on-the-tenure-track-blm/
[1] https://theprofessorisin.com/podcast/episode-2-9-black-and-in-grad-school-interview-with-allante-whitmore/

Top URLs in Tweet in G10:
[1] https://twitter.com/KaylinGabrielle/status/1428362884958986243
[1] https://twitter.com/PepePierce/status/1428138300250918918
[1] https://twitter.com/CandiceBenbow/status/1432156588496855040
[1] https://twitter.com/janelletscott/status/1433074716999237634
[1] https://twitter.com/TiffanyCheingHo/status/1268040464722096129

Top Domains
Top Domains in Tweet in Entire Graph:
[21] twitter.com
[6] theprofessorisin.com
[3] theguardian.com
[3] cell.com
[3] cnn.com
[2] researchprofessionalnews.com
[2] viglink.com
[2] blackintheivory.net
[2] siue.edu
[2] academicjobsonline.org

Top Domains in Tweet in G1:
[2] twitter.com
[2] theguardian.com

Top Domains in Tweet in G2:
[1] researchprofessionalnews.com
[1] nature.com
[1] theguardian.com
[1] twitter.com

Top Domains in Tweet in G3:
[1] twitter.com
[1] cell.com
[1] ac.uk

Top Domains in Tweet in G4:
[1] researchprofessionalnews.com

Top Domains in Tweet in G5:
[2] blackintheivory.net

Top Domains in Tweet in G6:
[3] cnn.com
[1] twitter.com

Top Domains in Tweet in G8:
[2] cell.com
[1] intersectionssciencefellows.com

Top Domains in Tweet in G9:
[6] theprofessorisin.com
[1] azcentral.com

Top Domains in Tweet in G10:
[5] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[156] blackintheivory
[30] blackinstem
[22] academictwitter
[19] blackademia
[19] academicchatter
[13] hbcu
[12] phdlife
[10] blackinchem
[9] medtwitter
[9] kosphd



Top Hashtags in Tweet in G1:
[6] blackintheivory
[4] strike4blacklives
[3] academicchatter
[2] blackinstem
[2] shutdownstem
[2] phdlife
[2] disabledinacademia
[2] neisvoid
[1] blackinacademia
[1] universities

Top Hashtags in Tweet in G2:
[5] blackintheivory
[2] bameinstem
[2] blackinstem
[2] womeninstem
[2] shutdownstem
[2] blacklivesmatter
[2] racism
[1] researchfunding
[1] edi
[1] scicomm

Top Hashtags in Tweet in G3:
[10] blackintheivory
[5] blackinstem
[4] hbcu
[2] hbcustem
[2] blackinchem
[2] alphaphialpha
[2] kosphd
[2] hbcupride
[2] blacktwitter
[2] isfs2021

Top Hashtags in Tweet in G4:
[3] blackintheivory
[2] strike4blacklives
[2] shutdownstem
[1] blackinacademia

Top Hashtags in Tweet in G5:
[7] blackintheivory
[5] blackandstem
[5] blackinchem
[4] firstgen
[4] blackinbiophysics

Top Hashtags in Tweet in G6:
[4] blackintheivory
[1] include
[1] drsusanmoore
[1] blackobgyns
[1] blackwomeninmedicine
[1] blackinmedicine

Top Hashtags in Tweet in G7:
[20] blackintheivory

Top Hashtags in Tweet in G8:
[5] blackintheivory
[4] academicchatter
[4] womeninscience
[4] womeninstem
[3] academictwitter
[3] isfs2021
[3] biomedical
[3] lifesciences
[2] blackinstem
[2] blackinscience

Top Hashtags in Tweet in G9:
[7] blackintheivory
[5] academictwitter
[4] blm
[1] academicchatter

Top Hashtags in Tweet in G10:
[14] blackintheivory
[2] highered
[2] academictwitter
[2] academicchatter
[1] gapol
[1] costbenefit
[1] humanrights
[1] riskassessment
[1] selfpreservation
[1] selfcare

Top Words
Top Words in Tweet in Entire Graph:
[156] #blackintheivory
[68] braincures
[60] jeremyfarrar
[58] threads
[56] black
[35] still
[33] suzanne_garrett
[33] wellcometrust
[33] ukri_ceo
[33] universitiesuk

Top Words in Tweet in G1:
[17] braincures
[10] jeremyfarrar
[8] suzanne_garrett
[7] black
[7] do_kinder
[7] ukri_ceo
[6] thepeopleshubuk
[6] #blackintheivory
[6] rossthomson26
[6] universitiesuk

Top Words in Tweet in G2:
[20] jeremyfarrar
[18] braincures
[13] ukri_ceo
[11] michelle_cruk
[11] evidencebase_im
[11] thepeopleshubuk
[11] petejacksongmp
[11] rossthomson26
[11] suzanne_garrett
[10] universitiesuk

Top Words in Tweet in G3:
[33] braincures
[30] jeremyfarrar
[18] wellcometrust
[17] universitiesuk
[17] wb_uk
[17] whistleuk
[17] awhistleblowing
[17] universityappg
[17] appgstudents
[17] ucu

Top Words in Tweet in G4:
[58] threads
[29] making
[29] upon
[29] situation
[29] exhausted
[29] still
[29] waiting
[28] drfuraha_asani
[27] ukri_new
[10] support

Top Words in Tweet in G5:
[14] biophyskrys
[13] national
[12] official
[12] term
[12] letter
[12] committee
[12] crystallography
[12] usnccryst
[12] super
[12] excited

Top Words in Tweet in G6:
[4] #blackintheivory
[3] profkori
[3] keeps
[3] gracing
[3] powerful
[3] prose
[3] speaking
[3] truth
[3] power
[3] article

Top Words in Tweet in G7:
[20] #blackintheivory
[18] tinalasisi
[13] having
[13] someone
[13] fights
[13] finding
[13] unicorn
[13] story
[7] stories
[7] being

Top Words in Tweet in G8:
[5] #blackintheivory
[4] #academicchatter
[4] #womeninscience
[4] #womeninstem
[4] thesocscientist
[3] #academictwitter
[3] applications
[3] #isfs2021
[3] due
[3] tomorrow

Top Words in Tweet in G9:
[7] #blackintheivory
[5] #academictwitter
[5] professorisin
[4] #blm
[4] academia
[4] important
[4] black
[4] scholars
[3] guest
[3] white

Top Words in Tweet in G10:
[14] #blackintheivory
[4] being
[4] black
[3] model
[2] many
[2] research
[2] still
[2] health
[2] #highered
[2] life

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[30] universitiesuk,wb_uk
[30] wb_uk,whistleuk
[30] whistleuk,awhistleblowing
[30] awhistleblowing,universityappg
[30] universityappg,appgstudents
[30] appgstudents,ucu
[30] ucu,jeremyfarrar
[30] jeremyfarrar,wellcometrust
[29] jeremyfarrar,michelle_cruk
[29] michelle_cruk,ukri_ceo

Top Word Pairs in Tweet in G1:
[5] braincures,jeremyfarrar
[5] jeremyfarrar,michelle_cruk
[5] michelle_cruk,ukri_ceo
[5] ukri_ceo,evidencebase_im
[5] evidencebase_im,thepeopleshubuk
[5] thepeopleshubuk,petejacksongmp
[5] petejacksongmp,rossthomson26
[5] rossthomson26,suzanne_garrett
[4] braincures,universitiesuk
[4] universitiesuk,wb_uk

Top Word Pairs in Tweet in G2:
[11] jeremyfarrar,michelle_cruk
[11] michelle_cruk,ukri_ceo
[11] ukri_ceo,evidencebase_im
[11] evidencebase_im,thepeopleshubuk
[11] thepeopleshubuk,petejacksongmp
[11] petejacksongmp,rossthomson26
[11] rossthomson26,suzanne_garrett
[9] braincures,jeremyfarrar
[9] universitiesuk,wb_uk
[9] wb_uk,whistleuk

Top Word Pairs in Tweet in G3:
[17] braincures,universitiesuk
[17] universitiesuk,wb_uk
[17] wb_uk,whistleuk
[17] whistleuk,awhistleblowing
[17] awhistleblowing,universityappg
[17] universityappg,appgstudents
[17] appgstudents,ucu
[17] ucu,jeremyfarrar
[17] jeremyfarrar,wellcometrust
[17] wellcometrust,ukri_ce

Top Word Pairs in Tweet in G4:
[29] making,threads
[29] threads,upon
[29] upon,threads
[29] threads,situation
[29] situation,exhausted
[29] exhausted,still
[29] still,waiting
[28] drfuraha_asani,making
[27] waiting,ukri_new
[8] re,collective

Top Word Pairs in Tweet in G5:
[12] official,term
[12] term,letter
[12] letter,national
[12] national,committee
[12] committee,crystallography
[12] crystallography,usnccryst
[12] usnccryst,super
[12] super,excited
[11] biophyskrys,official
[4] #firstgen,#blackandstem

Top Word Pairs in Tweet in G6:
[3] profkori,keeps
[3] keeps,gracing
[3] gracing,powerful
[3] powerful,prose
[3] prose,speaking
[3] speaking,truth
[3] truth,power
[3] power,article
[2] finished,netflix
[2] netflix,series

Top Word Pairs in Tweet in G7:
[13] #blackintheivory,having
[13] having,someone
[13] someone,fights
[13] fights,finding
[13] finding,unicorn
[13] unicorn,story
[12] tinalasisi,#blackintheivory
[7] stories,being
[7] being,#blackintheivory
[7] #blackintheivory,lessons

Top Word Pairs in Tweet in G8:
[3] #academictwitter,#academicchatter
[3] applications,#isfs2021
[3] #isfs2021,due
[3] due,tomorrow
[3] tomorrow,looking
[3] looking,postdocs
[3] postdocs,#biomedical
[3] #biomedical,#lifesciences
[2] #blackintheivory,#blackinstem
[2] #blackinstem,#blackinscience

Top Word Pairs in Tweet in G9:
[3] #blm,guest
[3] white,supremacy
[3] supremacy,lifeblood
[3] lifeblood,academia
[3] academia,re
[3] re,sharing
[3] sharing,important
[3] important,last
[3] last,july
[3] july,carolyn

Top Word Pairs in Tweet in G10:
[2] model,cover

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@braincures
@jeremyfarrar
@suzanne_garrett
@wellcometrust
@ukri_ceo
@universitiesuk
@ucu
@thepeopleshubuk
@rossthomson26
@wb_uk

Top Mentioned in G1:
@braincures
@jeremyfarrar
@suzanne_garrett
@do_kinder
@ukri_ceo
@thepeopleshubuk
@rossthomson26
@universitiesuk
@wellcometrust
@michelle_cruk

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

Top Mentioned in G3:
@braincures
@jeremyfarrar
@wellcometrust
@universitiesuk
@wb_uk
@whistleuk
@awhistleblowing
@universityappg
@appgstudents
@ucu

Top Mentioned in G4:
@drfuraha_asani
@acrc_uk
@ukri_news
@entopoc

Top Mentioned in G5:
@biophyskrys
@usnccryst
@phdgprotein86
@blackintheivory

Top Mentioned in G6:
@ayshakhoury
@oni_blackstock
@drv_neomd
@profkori
@qaalihussein1
@namd4kids
@chasetmanderson
@dromolara
@uche_blackstock
@innodim

Top Mentioned in G7:
@tinalasisi

Top Mentioned in G8:
@thesocscientist
@blackafinstem
@cellsignal
@blackinneuro
@blackintheivory
@blackandstem
@blackwomenstem
@blackinastro
@hhminews
@channyskye

Top Mentioned in G9:
@professorisin
@herstunwild
@mariuskothor
@academicchatter
@asu
@alisteinbach
@azcentral
@anandumu
@blkingradschool

Top Tweeters
Top Tweeters in Entire Graph:
@femtech_
@independent
@rosenchild
@guardian
@profsunnysingh
@googleexpertuk
@jfsebastian146
@marting8177
@womencodersbot
@bbcnews

Top Tweeters in G1:
@rosenchild
@googleexpertuk
@drumeshprabhu
@doctorow
@chabis_ch
@hrw
@ibjiyongi
@robby42394165
@seis_matters
@reddit

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

Top Tweeters in G3:
@femtech_
@jfsebastian146
@botfemale
@carlark3
@nancychadbourne
@rossthomson26
@amitochondrio
@housingfirstuk
@b0tsci
@jcblackstallion

Top Tweeters in G4:
@profsunnysingh
@dorothyk98
@zaranosaur
@dontsmileattee
@riteshwriter
@hps_vanessa
@bboportal
@samiranadkarni
@katecmorrison
@archaeologyfitz

Top Tweeters in G5:
@conjja
@canageek
@shakespearelovr
@jonitaldavis
@robbiediaz_
@phdgprotein86
@biophyskrys
@blackinchem
@sheilamisfit
@blackintheivory

Top Tweeters in G6:
@nuance_bot
@usnehal
@chasetmanderson
@namd4kids
@profkori
@uche_blackstock
@oni_blackstock
@cclaremdmph
@avas44
@blackinxnetwork

Top Tweeters in G7:
@needle_of_arya
@sabrib02022545
@koulawell
@cherrycok3
@healthcomm100
@ohernrizzo
@sarah_angel09
@wong_albert
@hazysplendid
@arnaldimichele

Top Tweeters in G8:
@womencodersbot
@in_stemm
@cellpressnews
@blackandstem
@hhminews
@blackwomenstem
@blackinneuro
@cellsignal
@stemadvocacy
@academicjobbot

Top Tweeters in G9:
@azcentral
@academicchatter
@daviddark
@rufuspolk
@professorisin
@asu
@ericschrimshaw
@pnpsyphi
@herstunwild
@blkingradschool

Top Tweeters in G10:
@julipeno
@risunshine
@heymsnailah
@aebrennen
@darthscience
@paulharris917
@gabrielaedmedia
@labpallas
@aprilarasia
@edpsychaction